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ropedia-xperience-10m-task-suite-artifacts

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embodied-ai
multimodal
xperience-10m
evaluation
qwen3-omni
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Files changed (17) hide show
  1. data/artifact_index.json +34 -12
  2. data/mirror_parity.json +70 -70
  3. data/publication_audit.json +3 -3
  4. data/reproducibility_matrix.json +12 -5
  5. data/scope_claims_audit.json +1 -1
  6. data/source_alignment_audit.json +1 -1
  7. data/task_surface_integrity.json +168 -168
  8. data/website_integrity.json +3 -3
  9. docs/data/artifact_index.json +34 -12
  10. docs/data/mirror_parity.json +70 -70
  11. docs/data/publication_audit.json +3 -3
  12. docs/data/reproducibility_matrix.json +12 -5
  13. docs/data/scope_claims_audit.json +1 -1
  14. docs/data/source_alignment_audit.json +1 -1
  15. docs/data/task_surface_integrity.json +168 -168
  16. docs/data/website_integrity.json +3 -3
  17. scripts/build_artifact_index.py +16 -0
data/artifact_index.json CHANGED
@@ -1,14 +1,15 @@
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  {
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  "title": "Ropedia Xperience-10M Task Suite Artifact Index",
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- "generated_at_utc": "2026-06-13T18:14:42+00:00",
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  "status": "pass",
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- "artifact_count": 162,
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  "missing": [],
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  "by_kind": {
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  "project_path": 14,
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  "scaleup_contract": 7,
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  "scaleup_status": 38,
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  "publication_workflow": 5,
 
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  "project_scope": 1,
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  "source_alignment": 5,
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  "evaluation_protocol": 3,
@@ -17,7 +18,6 @@
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  "website_data": 3,
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  "visual_evidence": 7,
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  "quality_gate": 12,
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- "reproducibility": 2,
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  "publication_package_check": 1,
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  "scale_up_status": 1,
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  "mirror_parity": 1,
@@ -332,6 +332,28 @@
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  "bytes": 12040,
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  "sha256": "93e7b0edba5cb37621171706df5e62bb2ecc3f4e6725fc78d24634aca9ac4175"
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  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  {
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  "id": "additional_development_directions",
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  "title": "Additional development directions",
@@ -440,7 +462,7 @@
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  "shows": "Machine-readable source-alignment pass/fail check for repo, website, and HF surfaces.",
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  "exists": true,
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  "bytes": 4432,
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  },
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  {
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  "id": "source_alignment_validator",
@@ -693,7 +715,7 @@
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  "shows": "Machine-readable release-check summary for validators, mirrors, and public project surfaces.",
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  "exists": true,
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  "bytes": 8097,
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  {
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  "id": "public_surface_qa",
@@ -818,8 +840,8 @@
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  "surface": "repo_hf",
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  "shows": "Defines public reproduction commands, expected outputs, and non-reproducible scale-up boundaries.",
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  "exists": true,
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  },
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  {
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  "id": "reproducibility_matrix",
@@ -829,8 +851,8 @@
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  "surface": "website_hf",
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  "shows": "Machine-readable reproduction steps with expected artifacts and public boundaries.",
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  "exists": true,
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- "sha256": "b91da81ad855de974037ba24bd8b1d132be840b8b50004d9c137f4b5064ad18d"
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  },
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  {
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  "id": "artifact_index_builder",
@@ -840,8 +862,8 @@
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  "surface": "repo_hf",
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  "shows": "Generates the selective artifact catalog from local files.",
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  "exists": true,
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- "bytes": 42809,
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- "sha256": "c03d1b1367ad191fea0be3c634fddf8ee6fdc2118bf17396920c16cc288c4ef0"
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  "id": "publication_audit",
@@ -876,7 +898,7 @@
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  "volatile": true,
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  "shows": "Confirms prepared GitHub/HF Space/artifact/model mirrors share the same critical data, figure, website HTML, and validator files.",
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- "bytes": 548183,
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  "hash_policy": "existence_and_size_only"
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  },
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  {
 
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  {
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  "title": "Ropedia Xperience-10M Task Suite Artifact Index",
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+ "generated_at_utc": "2026-06-13T21:57:03+00:00",
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  "status": "pass",
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+ "artifact_count": 164,
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  "missing": [],
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  "by_kind": {
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  "project_path": 14,
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  "scaleup_contract": 7,
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  "scaleup_status": 38,
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  "publication_workflow": 5,
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+ "reproducibility": 4,
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  "project_scope": 1,
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  "source_alignment": 5,
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  "evaluation_protocol": 3,
 
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  "website_data": 3,
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  "visual_evidence": 7,
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  "quality_gate": 12,
 
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  "mirror_parity": 1,
 
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  "sha256": "93e7b0edba5cb37621171706df5e62bb2ecc3f4e6725fc78d24634aca9ac4175"
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  },
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+ {
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+ "id": "qwen3_private_gpu_repro_smoke",
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+ "title": "Qwen3 private staged-GPU reproduction smoke",
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+ "path": "scripts/omni/run_private_gpu_qwen3_v6_repro_smoke.sh",
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+ "kind": "reproducibility",
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+ "surface": "repo_hf",
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+ "shows": "Runs the owner-side Qwen3-Omni v6 one-sample reproduction smoke from a private staged model, adapter, JSONL, and exported media cache.",
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+ "exists": true,
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+ "bytes": 2514,
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+ "sha256": "65c692efa70e4440041bb4c1b7da2d92eded6b2925a22889caa1a18621e59247"
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+ {
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+ "id": "qwen3_video_feature_compat_patch",
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+ "title": "Qwen3 video-feature compatibility patch checker",
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+ "path": "scripts/omni/patch_qwen3_omni_video_features.py",
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+ "kind": "reproducibility",
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+ "surface": "repo_hf",
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+ "shows": "Checks and narrowly repairs the installed Qwen3-Omni video-feature branch so private staged-GPU reproduction uses the verified source-compatible behavior.",
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+ "exists": true,
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+ "bytes": 4435,
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  {
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  "id": "additional_development_directions",
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  "title": "Additional development directions",
 
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  "shows": "Machine-readable source-alignment pass/fail check for repo, website, and HF surfaces.",
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  "exists": true,
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  "bytes": 4432,
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  },
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  "shows": "Machine-readable release-check summary for validators, mirrors, and public project surfaces.",
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  },
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  {
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  "id": "public_surface_qa",
 
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  "surface": "repo_hf",
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  "shows": "Defines public reproduction commands, expected outputs, and non-reproducible scale-up boundaries.",
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  "exists": true,
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  },
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  {
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  "id": "reproducibility_matrix",
 
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  "surface": "website_hf",
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  "shows": "Machine-readable reproduction steps with expected artifacts and public boundaries.",
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  "exists": true,
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+ "bytes": 6123,
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+ "sha256": "1accf4524762545e52e50f604f2cd7ec861da5d3482b8a337c97a064ef7a1203"
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  {
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  "id": "artifact_index_builder",
 
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  "surface": "repo_hf",
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  "shows": "Generates the selective artifact catalog from local files.",
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  "exists": true,
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+ "bytes": 43663,
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  "id": "publication_audit",
 
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  "volatile": true,
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  "shows": "Confirms prepared GitHub/HF Space/artifact/model mirrors share the same critical data, figure, website HTML, and validator files.",
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  "exists": true,
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+ "bytes": 548190,
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  "hash_policy": "existence_and_size_only"
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data/mirror_parity.json CHANGED
@@ -1,6 +1,6 @@
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  "status": "pass",
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- "generated_at_utc": "2026-06-13T18:15:44+00:00",
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  "hf_root": "hf_publish",
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  "summary": {
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  "group_count": 366,
@@ -138,45 +138,45 @@
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- "sha256": "4da0bebd2bbf90ab73e092a546a20395a8cab420d0d5fb88a227be0848299c38"
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1783
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1784
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1787
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1788
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1789
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1790
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1791
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1793
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1794
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1795
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1796
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1797
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1798
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1799
  "failures": []
 
2944
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2945
  "path": "repo:scripts/build_artifact_index.py",
2946
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2947
+ "bytes": 43663,
2948
+ "sha256": "9c5eb1d7d973f961639dfe66bc15387fa91ead1f5d29165a61f7ed291899f71f"
2949
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2950
  "mirrors": {
2951
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2952
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2953
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2954
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2955
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2956
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2957
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2958
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2959
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2960
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2961
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2962
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2963
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2964
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data/publication_audit.json CHANGED
@@ -1,6 +1,6 @@
1
  {
2
  "status": "pass",
3
- "generated_at_utc": "2026-06-13T18:15:14+00:00",
4
  "checks": [
5
  {
6
  "name": "required_publication_assets_present",
@@ -187,8 +187,8 @@
187
  "github_repo": {
188
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189
  "exists": true,
190
- "file_count": 914,
191
- "text_file_count": 746,
192
  "largest_file": {
193
  "path": "results/episode_task_suite/modality_reconstruction/predictions.npz",
194
  "bytes": 55702978
 
1
  {
2
  "status": "pass",
3
+ "generated_at_utc": "2026-06-13T22:15:21+00:00",
4
  "checks": [
5
  {
6
  "name": "required_publication_assets_present",
 
187
  "github_repo": {
188
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189
  "exists": true,
190
+ "file_count": 916,
191
+ "text_file_count": 748,
192
  "largest_file": {
193
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194
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data/reproducibility_matrix.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
  "title": "Ropedia Xperience-10M Task Suite Reproducibility Matrix",
3
- "version": "2026-06-01",
4
- "scope": "one public Xperience-10M sample episode",
5
  "python_target": "3.12",
6
  "public_raw_data_redistributed": false,
7
  "last_exact_metric_audit": {
@@ -80,9 +80,16 @@
80
  {
81
  "id": "qwen3_omni_multi_episode_pilot",
82
  "status": "verified_final_diagnostic_result_not_publicly_rerunnable_without_gated_data",
83
- "command": "scripts/omni/build_qwen3_omni_dataset.py and scripts/omni/train_qwen3_omni_lora.py on the selected gated episodes",
84
- "expected": "verified final diagnostic LoRA package with 3,808 exported windows, 2,848 train windows, and 448 held-out test predictions",
85
- "boundary": "the public package records metrics and manifests, but rerunning requires gated Xperience-10M episode access and base-model weights; current strict-label JSON validity is 100.00%, meeting the 98% target, while action/subtask metrics remain weak"
 
 
 
 
 
 
 
86
  }
87
  ]
88
  }
 
1
  {
2
  "title": "Ropedia Xperience-10M Task Suite Reproducibility Matrix",
3
+ "version": "2026-06-14",
4
+ "scope": "one public Xperience-10M sample episode plus owner-side private staged Qwen3-Omni v6 reproduction",
5
  "python_target": "3.12",
6
  "public_raw_data_redistributed": false,
7
  "last_exact_metric_audit": {
 
80
  {
81
  "id": "qwen3_omni_multi_episode_pilot",
82
  "status": "verified_final_diagnostic_result_not_publicly_rerunnable_without_gated_data",
83
+ "command": "scripts/omni/run_dense_multiscale_qwen_v5_h20.sh, scripts/omni/train_qwen3_omni_lora.py, and scripts/omni/run_qwen3_omni_lora_eval_sharded.sh on the selected gated episodes",
84
+ "expected": "verified v5/v6 diagnostic LoRA packages; the latest v6 package records 34,269 exported multiscale windows and 4,032 held-out test predictions",
85
+ "boundary": "the public package records metrics and manifests, but rerunning requires gated Xperience-10M episode access and base-model weights; v6 improves some structured metrics over v5 but remains a diagnostic baseline rather than a strong action/subtask model"
86
+ },
87
+ {
88
+ "id": "owner_gpu_qwen3_v6_reproduction",
89
+ "status": "reproducible_on_private_gpu_staging",
90
+ "command": "cd <staged-repo-root> && CUDA_VISIBLE_DEVICES=0,1,2,3 RUN_ID=a100_repro_qwen_v6_eval_smoke1_manual SAMPLE_LIMIT=1 MAX_NEW_TOKENS=1 scripts/omni/run_private_gpu_qwen3_v6_repro_smoke.sh",
91
+ "expected": "One-sample Qwen3-Omni v6 eval smoke writes progress.jsonl, predictions, metrics.json, and exit_code.txt with exit_code 0",
92
+ "boundary": "owner-side private staging only; depends on exported media cache, path-rewritten dataset_a100_eval.jsonl, Qwen3-Omni base model cache, v6 LoRA adapter, and the compatible Transformers video-feature patch"
93
  }
94
  ]
95
  }
data/scope_claims_audit.json CHANGED
@@ -1,6 +1,6 @@
1
  {
2
  "status": "pass",
3
- "generated_at_utc": "2026-06-13T18:15:01+00:00",
4
  "summary": {
5
  "qwen3_omni_verified_diagnostic_pilot": true,
6
  "dataset_manifest_num_episodes": 119,
 
1
  {
2
  "status": "pass",
3
+ "generated_at_utc": "2026-06-13T22:15:12+00:00",
4
  "summary": {
5
  "qwen3_omni_verified_diagnostic_pilot": true,
6
  "dataset_manifest_num_episodes": 119,
data/source_alignment_audit.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
  "title": "Ropedia Xperience-10M Source Alignment Note",
3
  "status": "pass",
4
- "generated_at_utc": "2026-06-13T18:15:00+00:00",
5
  "alignment_json": "docs/data/xperience10m_dataset_card_alignment.json",
6
  "alignment_summary": {
7
  "full_dataset_repo": "ropedia-ai/xperience-10m",
 
1
  {
2
  "title": "Ropedia Xperience-10M Source Alignment Note",
3
  "status": "pass",
4
+ "generated_at_utc": "2026-06-13T21:56:28+00:00",
5
  "alignment_json": "docs/data/xperience10m_dataset_card_alignment.json",
6
  "alignment_summary": {
7
  "full_dataset_repo": "ropedia-ai/xperience-10m",
data/task_surface_integrity.json CHANGED
@@ -1,6 +1,6 @@
1
  {
2
  "status": "pass",
3
- "generated_at_utc": "2026-06-13T18:15:00+00:00",
4
  "summary": {
5
  "task_count": 12,
6
  "expected_task_count": 12,
@@ -64,21 +64,15 @@
64
  "observed": "timeline_action"
65
  },
66
  {
67
- "name": "timeline_action: public_field_output_short_is_human_readable",
68
- "status": "pass",
69
- "value": "current action class",
70
- "raw_hits": []
71
- },
72
- {
73
- "name": "timeline_action: public_field_research_name_is_human_readable",
74
  "status": "pass",
75
- "value": "Egocentric Action Recognition",
76
  "raw_hits": []
77
  },
78
  {
79
- "name": "timeline_action: public_field_display_name_is_human_readable",
80
  "status": "pass",
81
- "value": "Action Recognition",
82
  "raw_hits": []
83
  },
84
  {
@@ -88,9 +82,9 @@
88
  "raw_hits": []
89
  },
90
  {
91
- "name": "timeline_action: public_field_process_short_is_human_readable",
92
  "status": "pass",
93
- "value": "window features -> action label builder -> classifier",
94
  "raw_hits": []
95
  },
96
  {
@@ -100,9 +94,15 @@
100
  "raw_hits": []
101
  },
102
  {
103
- "name": "timeline_action: public_field_input_short_is_human_readable",
104
  "status": "pass",
105
- "value": "20-frame multimodal window",
 
 
 
 
 
 
106
  "raw_hits": []
107
  },
108
  {
@@ -184,21 +184,15 @@
184
  "observed": "timeline_subtask"
185
  },
186
  {
187
- "name": "timeline_subtask: public_field_output_short_is_human_readable",
188
- "status": "pass",
189
- "value": "current procedure step",
190
- "raw_hits": []
191
- },
192
- {
193
- "name": "timeline_subtask: public_field_research_name_is_human_readable",
194
  "status": "pass",
195
- "value": "Temporal Subtask Recognition",
196
  "raw_hits": []
197
  },
198
  {
199
- "name": "timeline_subtask: public_field_display_name_is_human_readable",
200
  "status": "pass",
201
- "value": "Procedure Step Recognition",
202
  "raw_hits": []
203
  },
204
  {
@@ -208,9 +202,9 @@
208
  "raw_hits": []
209
  },
210
  {
211
- "name": "timeline_subtask: public_field_process_short_is_human_readable",
212
  "status": "pass",
213
- "value": "window features -> subtask label builder -> classifier",
214
  "raw_hits": []
215
  },
216
  {
@@ -220,9 +214,15 @@
220
  "raw_hits": []
221
  },
222
  {
223
- "name": "timeline_subtask: public_field_input_short_is_human_readable",
224
  "status": "pass",
225
- "value": "20-frame multimodal window",
 
 
 
 
 
 
226
  "raw_hits": []
227
  },
228
  {
@@ -304,21 +304,15 @@
304
  "observed": "transition_detection"
305
  },
306
  {
307
- "name": "transition_detection: public_field_output_short_is_human_readable",
308
- "status": "pass",
309
- "value": "boundary or steady",
310
- "raw_hits": []
311
- },
312
- {
313
- "name": "transition_detection: public_field_research_name_is_human_readable",
314
  "status": "pass",
315
- "value": "Temporal Action Segmentation",
316
  "raw_hits": []
317
  },
318
  {
319
- "name": "transition_detection: public_field_display_name_is_human_readable",
320
  "status": "pass",
321
- "value": "Action Boundary Detection",
322
  "raw_hits": []
323
  },
324
  {
@@ -328,9 +322,9 @@
328
  "raw_hits": []
329
  },
330
  {
331
- "name": "transition_detection: public_field_process_short_is_human_readable",
332
  "status": "pass",
333
- "value": "action changes -> boundary labels -> binary classifier",
334
  "raw_hits": []
335
  },
336
  {
@@ -340,9 +334,15 @@
340
  "raw_hits": []
341
  },
342
  {
343
- "name": "transition_detection: public_field_input_short_is_human_readable",
344
  "status": "pass",
345
- "value": "current window with boundary target",
 
 
 
 
 
 
346
  "raw_hits": []
347
  },
348
  {
@@ -422,21 +422,15 @@
422
  "observed": "next_action"
423
  },
424
  {
425
- "name": "next_action: public_field_output_short_is_human_readable",
426
- "status": "pass",
427
- "value": "action at t+20 frames",
428
- "raw_hits": []
429
- },
430
- {
431
- "name": "next_action: public_field_research_name_is_human_readable",
432
  "status": "pass",
433
- "value": "Short-Horizon Intention Prediction",
434
  "raw_hits": []
435
  },
436
  {
437
- "name": "next_action: public_field_display_name_is_human_readable",
438
  "status": "pass",
439
- "value": "Next-Action Prediction",
440
  "raw_hits": []
441
  },
442
  {
@@ -446,9 +440,9 @@
446
  "raw_hits": []
447
  },
448
  {
449
- "name": "next_action: public_field_process_short_is_human_readable",
450
  "status": "pass",
451
- "value": "current features -> future label shift -> classifier",
452
  "raw_hits": []
453
  },
454
  {
@@ -458,9 +452,15 @@
458
  "raw_hits": []
459
  },
460
  {
461
- "name": "next_action: public_field_input_short_is_human_readable",
462
  "status": "pass",
463
- "value": "current window at time t",
 
 
 
 
 
 
464
  "raw_hits": []
465
  },
466
  {
@@ -540,21 +540,15 @@
540
  "observed": "hand_trajectory_forecast"
541
  },
542
  {
543
- "name": "hand_trajectory_forecast: public_field_output_short_is_human_readable",
544
- "status": "pass",
545
- "value": "future hand-joint trajectory",
546
- "raw_hits": []
547
- },
548
- {
549
- "name": "hand_trajectory_forecast: public_field_research_name_is_human_readable",
550
  "status": "pass",
551
- "value": "3D Hand Motion Forecasting",
552
  "raw_hits": []
553
  },
554
  {
555
- "name": "hand_trajectory_forecast: public_field_display_name_is_human_readable",
556
  "status": "pass",
557
- "value": "Hand Trajectory Forecasting",
558
  "raw_hits": []
559
  },
560
  {
@@ -564,9 +558,9 @@
564
  "raw_hits": []
565
  },
566
  {
567
- "name": "hand_trajectory_forecast: public_field_process_short_is_human_readable",
568
  "status": "pass",
569
- "value": "current features -> future mocap target -> regression head",
570
  "raw_hits": []
571
  },
572
  {
@@ -576,9 +570,15 @@
576
  "raw_hits": []
577
  },
578
  {
579
- "name": "hand_trajectory_forecast: public_field_input_short_is_human_readable",
580
  "status": "pass",
581
- "value": "current multimodal window",
 
 
 
 
 
 
582
  "raw_hits": []
583
  },
584
  {
@@ -658,21 +658,15 @@
658
  "observed": "contact_prediction"
659
  },
660
  {
661
- "name": "contact_prediction: public_field_output_short_is_human_readable",
662
- "status": "pass",
663
- "value": "contact or no contact",
664
- "raw_hits": []
665
- },
666
- {
667
- "name": "contact_prediction: public_field_research_name_is_human_readable",
668
  "status": "pass",
669
- "value": "Human-Object Contact Prediction",
670
  "raw_hits": []
671
  },
672
  {
673
- "name": "contact_prediction: public_field_display_name_is_human_readable",
674
  "status": "pass",
675
- "value": "Contact State Prediction",
676
  "raw_hits": []
677
  },
678
  {
@@ -682,9 +676,9 @@
682
  "raw_hits": []
683
  },
684
  {
685
- "name": "contact_prediction: public_field_process_short_is_human_readable",
686
  "status": "pass",
687
- "value": "feature filter -> contact target -> binary classifier",
688
  "raw_hits": []
689
  },
690
  {
@@ -694,9 +688,15 @@
694
  "raw_hits": []
695
  },
696
  {
697
- "name": "contact_prediction: public_field_input_short_is_human_readable",
698
  "status": "pass",
699
- "value": "non-contact, non-caption features",
 
 
 
 
 
 
700
  "raw_hits": []
701
  },
702
  {
@@ -774,21 +774,15 @@
774
  "observed": "object_relevance"
775
  },
776
  {
777
- "name": "object_relevance: public_field_output_short_is_human_readable",
778
- "status": "pass",
779
- "value": "relevant object set",
780
- "raw_hits": []
781
- },
782
- {
783
- "name": "object_relevance: public_field_research_name_is_human_readable",
784
  "status": "pass",
785
- "value": "Object-Centric Interaction Recognition",
786
  "raw_hits": []
787
  },
788
  {
789
- "name": "object_relevance: public_field_display_name_is_human_readable",
790
  "status": "pass",
791
- "value": "Object Relevance Prediction",
792
  "raw_hits": []
793
  },
794
  {
@@ -798,9 +792,9 @@
798
  "raw_hits": []
799
  },
800
  {
801
- "name": "object_relevance: public_field_process_short_is_human_readable",
802
  "status": "pass",
803
- "value": "object vocabulary -> multi-hot labels -> sigmoid heads",
804
  "raw_hits": []
805
  },
806
  {
@@ -810,9 +804,15 @@
810
  "raw_hits": []
811
  },
812
  {
813
- "name": "object_relevance: public_field_input_short_is_human_readable",
814
  "status": "pass",
815
- "value": "non-caption multimodal features",
 
 
 
 
 
 
816
  "raw_hits": []
817
  },
818
  {
@@ -892,21 +892,15 @@
892
  "observed": "caption_grounding"
893
  },
894
  {
895
- "name": "caption_grounding: public_field_output_short_is_human_readable",
896
- "status": "pass",
897
- "value": "ranked matching moments",
898
- "raw_hits": []
899
- },
900
- {
901
- "name": "caption_grounding: public_field_research_name_is_human_readable",
902
  "status": "pass",
903
- "value": "Language-to-Moment Grounding",
904
  "raw_hits": []
905
  },
906
  {
907
- "name": "caption_grounding: public_field_display_name_is_human_readable",
908
  "status": "pass",
909
- "value": "Language Grounding",
910
  "raw_hits": []
911
  },
912
  {
@@ -916,9 +910,9 @@
916
  "raw_hits": []
917
  },
918
  {
919
- "name": "caption_grounding: public_field_process_short_is_human_readable",
920
  "status": "pass",
921
- "value": "query features -> candidate index -> cosine ranker",
922
  "raw_hits": []
923
  },
924
  {
@@ -928,9 +922,15 @@
928
  "raw_hits": []
929
  },
930
  {
931
- "name": "caption_grounding: public_field_input_short_is_human_readable",
932
  "status": "pass",
933
- "value": "text-like query and candidate windows",
 
 
 
 
 
 
934
  "raw_hits": []
935
  },
936
  {
@@ -1008,21 +1008,15 @@
1008
  "observed": "cross_modal_retrieval"
1009
  },
1010
  {
1011
- "name": "cross_modal_retrieval: public_field_output_short_is_human_readable",
1012
- "status": "pass",
1013
- "value": "ranked visual windows",
1014
- "raw_hits": []
1015
- },
1016
- {
1017
- "name": "cross_modal_retrieval: public_field_research_name_is_human_readable",
1018
  "status": "pass",
1019
- "value": "Multimodal Representation Retrieval",
1020
  "raw_hits": []
1021
  },
1022
  {
1023
- "name": "cross_modal_retrieval: public_field_display_name_is_human_readable",
1024
  "status": "pass",
1025
- "value": "Cross-Modal Retrieval",
1026
  "raw_hits": []
1027
  },
1028
  {
@@ -1032,9 +1026,9 @@
1032
  "raw_hits": []
1033
  },
1034
  {
1035
- "name": "cross_modal_retrieval: public_field_process_short_is_human_readable",
1036
  "status": "pass",
1037
- "value": "modality split -> projection -> nearest-neighbor ranker",
1038
  "raw_hits": []
1039
  },
1040
  {
@@ -1044,9 +1038,15 @@
1044
  "raw_hits": []
1045
  },
1046
  {
1047
- "name": "cross_modal_retrieval: public_field_input_short_is_human_readable",
1048
  "status": "pass",
1049
- "value": "motion/IMU/pose query; depth/video candidates",
 
 
 
 
 
 
1050
  "raw_hits": []
1051
  },
1052
  {
@@ -1126,21 +1126,15 @@
1126
  "observed": "modality_reconstruction"
1127
  },
1128
  {
1129
- "name": "modality_reconstruction: public_field_output_short_is_human_readable",
1130
- "status": "pass",
1131
- "value": "reconstructed depth/video vector",
1132
- "raw_hits": []
1133
- },
1134
- {
1135
- "name": "modality_reconstruction: public_field_research_name_is_human_readable",
1136
  "status": "pass",
1137
- "value": "Modality Feature Reconstruction",
1138
  "raw_hits": []
1139
  },
1140
  {
1141
- "name": "modality_reconstruction: public_field_display_name_is_human_readable",
1142
  "status": "pass",
1143
- "value": "Cross-Modal Reconstruction",
1144
  "raw_hits": []
1145
  },
1146
  {
@@ -1150,9 +1144,9 @@
1150
  "raw_hits": []
1151
  },
1152
  {
1153
- "name": "modality_reconstruction: public_field_process_short_is_human_readable",
1154
  "status": "pass",
1155
- "value": "source-target split -> scaler -> regression head",
1156
  "raw_hits": []
1157
  },
1158
  {
@@ -1162,9 +1156,15 @@
1162
  "raw_hits": []
1163
  },
1164
  {
1165
- "name": "modality_reconstruction: public_field_input_short_is_human_readable",
1166
  "status": "pass",
1167
- "value": "motion, IMU, and camera/pose features",
 
 
 
 
 
 
1168
  "raw_hits": []
1169
  },
1170
  {
@@ -1244,21 +1244,15 @@
1244
  "observed": "temporal_order"
1245
  },
1246
  {
1247
- "name": "temporal_order: public_field_output_short_is_human_readable",
1248
- "status": "pass",
1249
- "value": "correct or reversed",
1250
- "raw_hits": []
1251
- },
1252
- {
1253
- "name": "temporal_order: public_field_research_name_is_human_readable",
1254
  "status": "pass",
1255
  "value": "Temporal Order Verification",
1256
  "raw_hits": []
1257
  },
1258
  {
1259
- "name": "temporal_order: public_field_display_name_is_human_readable",
1260
  "status": "pass",
1261
- "value": "Temporal Order Verification",
1262
  "raw_hits": []
1263
  },
1264
  {
@@ -1268,9 +1262,9 @@
1268
  "raw_hits": []
1269
  },
1270
  {
1271
- "name": "temporal_order: public_field_process_short_is_human_readable",
1272
  "status": "pass",
1273
- "value": "pair builder -> feature combiner -> binary classifier",
1274
  "raw_hits": []
1275
  },
1276
  {
@@ -1280,9 +1274,15 @@
1280
  "raw_hits": []
1281
  },
1282
  {
1283
- "name": "temporal_order: public_field_input_short_is_human_readable",
1284
  "status": "pass",
1285
- "value": "two adjacent windows plus difference vector",
 
 
 
 
 
 
1286
  "raw_hits": []
1287
  },
1288
  {
@@ -1360,21 +1360,15 @@
1360
  "observed": "misalignment_detection"
1361
  },
1362
  {
1363
- "name": "misalignment_detection: public_field_output_short_is_human_readable",
1364
- "status": "pass",
1365
- "value": "aligned or shifted",
1366
- "raw_hits": []
1367
- },
1368
- {
1369
- "name": "misalignment_detection: public_field_research_name_is_human_readable",
1370
  "status": "pass",
1371
- "value": "Cross-Modal Misalignment Detection",
1372
  "raw_hits": []
1373
  },
1374
  {
1375
- "name": "misalignment_detection: public_field_display_name_is_human_readable",
1376
  "status": "pass",
1377
- "value": "Multimodal Synchronization Detection",
1378
  "raw_hits": []
1379
  },
1380
  {
@@ -1384,9 +1378,9 @@
1384
  "raw_hits": []
1385
  },
1386
  {
1387
- "name": "misalignment_detection: public_field_process_short_is_human_readable",
1388
  "status": "pass",
1389
- "value": "aligned/shifted pairs -> feature combiner -> binary classifier",
1390
  "raw_hits": []
1391
  },
1392
  {
@@ -1396,9 +1390,15 @@
1396
  "raw_hits": []
1397
  },
1398
  {
1399
- "name": "misalignment_detection: public_field_input_short_is_human_readable",
1400
  "status": "pass",
1401
- "value": "motion-side and visual/depth-side feature groups",
 
 
 
 
 
 
1402
  "raw_hits": []
1403
  },
1404
  {
 
1
  {
2
  "status": "pass",
3
+ "generated_at_utc": "2026-06-13T21:56:31+00:00",
4
  "summary": {
5
  "task_count": 12,
6
  "expected_task_count": 12,
 
64
  "observed": "timeline_action"
65
  },
66
  {
67
+ "name": "timeline_action: public_field_display_name_is_human_readable",
 
 
 
 
 
 
68
  "status": "pass",
69
+ "value": "Action Recognition",
70
  "raw_hits": []
71
  },
72
  {
73
+ "name": "timeline_action: public_field_input_short_is_human_readable",
74
  "status": "pass",
75
+ "value": "20-frame multimodal window",
76
  "raw_hits": []
77
  },
78
  {
 
82
  "raw_hits": []
83
  },
84
  {
85
+ "name": "timeline_action: public_field_research_name_is_human_readable",
86
  "status": "pass",
87
+ "value": "Egocentric Action Recognition",
88
  "raw_hits": []
89
  },
90
  {
 
94
  "raw_hits": []
95
  },
96
  {
97
+ "name": "timeline_action: public_field_output_short_is_human_readable",
98
  "status": "pass",
99
+ "value": "current action class",
100
+ "raw_hits": []
101
+ },
102
+ {
103
+ "name": "timeline_action: public_field_process_short_is_human_readable",
104
+ "status": "pass",
105
+ "value": "window features -> action label builder -> classifier",
106
  "raw_hits": []
107
  },
108
  {
 
184
  "observed": "timeline_subtask"
185
  },
186
  {
187
+ "name": "timeline_subtask: public_field_display_name_is_human_readable",
 
 
 
 
 
 
188
  "status": "pass",
189
+ "value": "Procedure Step Recognition",
190
  "raw_hits": []
191
  },
192
  {
193
+ "name": "timeline_subtask: public_field_input_short_is_human_readable",
194
  "status": "pass",
195
+ "value": "20-frame multimodal window",
196
  "raw_hits": []
197
  },
198
  {
 
202
  "raw_hits": []
203
  },
204
  {
205
+ "name": "timeline_subtask: public_field_research_name_is_human_readable",
206
  "status": "pass",
207
+ "value": "Temporal Subtask Recognition",
208
  "raw_hits": []
209
  },
210
  {
 
214
  "raw_hits": []
215
  },
216
  {
217
+ "name": "timeline_subtask: public_field_output_short_is_human_readable",
218
  "status": "pass",
219
+ "value": "current procedure step",
220
+ "raw_hits": []
221
+ },
222
+ {
223
+ "name": "timeline_subtask: public_field_process_short_is_human_readable",
224
+ "status": "pass",
225
+ "value": "window features -> subtask label builder -> classifier",
226
  "raw_hits": []
227
  },
228
  {
 
304
  "observed": "transition_detection"
305
  },
306
  {
307
+ "name": "transition_detection: public_field_display_name_is_human_readable",
 
 
 
 
 
 
308
  "status": "pass",
309
+ "value": "Action Boundary Detection",
310
  "raw_hits": []
311
  },
312
  {
313
+ "name": "transition_detection: public_field_input_short_is_human_readable",
314
  "status": "pass",
315
+ "value": "current window with boundary target",
316
  "raw_hits": []
317
  },
318
  {
 
322
  "raw_hits": []
323
  },
324
  {
325
+ "name": "transition_detection: public_field_research_name_is_human_readable",
326
  "status": "pass",
327
+ "value": "Temporal Action Segmentation",
328
  "raw_hits": []
329
  },
330
  {
 
334
  "raw_hits": []
335
  },
336
  {
337
+ "name": "transition_detection: public_field_output_short_is_human_readable",
338
  "status": "pass",
339
+ "value": "boundary or steady",
340
+ "raw_hits": []
341
+ },
342
+ {
343
+ "name": "transition_detection: public_field_process_short_is_human_readable",
344
+ "status": "pass",
345
+ "value": "action changes -> boundary labels -> binary classifier",
346
  "raw_hits": []
347
  },
348
  {
 
422
  "observed": "next_action"
423
  },
424
  {
425
+ "name": "next_action: public_field_display_name_is_human_readable",
 
 
 
 
 
 
426
  "status": "pass",
427
+ "value": "Next-Action Prediction",
428
  "raw_hits": []
429
  },
430
  {
431
+ "name": "next_action: public_field_input_short_is_human_readable",
432
  "status": "pass",
433
+ "value": "current window at time t",
434
  "raw_hits": []
435
  },
436
  {
 
440
  "raw_hits": []
441
  },
442
  {
443
+ "name": "next_action: public_field_research_name_is_human_readable",
444
  "status": "pass",
445
+ "value": "Short-Horizon Intention Prediction",
446
  "raw_hits": []
447
  },
448
  {
 
452
  "raw_hits": []
453
  },
454
  {
455
+ "name": "next_action: public_field_output_short_is_human_readable",
456
  "status": "pass",
457
+ "value": "action at t+20 frames",
458
+ "raw_hits": []
459
+ },
460
+ {
461
+ "name": "next_action: public_field_process_short_is_human_readable",
462
+ "status": "pass",
463
+ "value": "current features -> future label shift -> classifier",
464
  "raw_hits": []
465
  },
466
  {
 
540
  "observed": "hand_trajectory_forecast"
541
  },
542
  {
543
+ "name": "hand_trajectory_forecast: public_field_display_name_is_human_readable",
 
 
 
 
 
 
544
  "status": "pass",
545
+ "value": "Hand Trajectory Forecasting",
546
  "raw_hits": []
547
  },
548
  {
549
+ "name": "hand_trajectory_forecast: public_field_input_short_is_human_readable",
550
  "status": "pass",
551
+ "value": "current multimodal window",
552
  "raw_hits": []
553
  },
554
  {
 
558
  "raw_hits": []
559
  },
560
  {
561
+ "name": "hand_trajectory_forecast: public_field_research_name_is_human_readable",
562
  "status": "pass",
563
+ "value": "3D Hand Motion Forecasting",
564
  "raw_hits": []
565
  },
566
  {
 
570
  "raw_hits": []
571
  },
572
  {
573
+ "name": "hand_trajectory_forecast: public_field_output_short_is_human_readable",
574
  "status": "pass",
575
+ "value": "future hand-joint trajectory",
576
+ "raw_hits": []
577
+ },
578
+ {
579
+ "name": "hand_trajectory_forecast: public_field_process_short_is_human_readable",
580
+ "status": "pass",
581
+ "value": "current features -> future mocap target -> regression head",
582
  "raw_hits": []
583
  },
584
  {
 
658
  "observed": "contact_prediction"
659
  },
660
  {
661
+ "name": "contact_prediction: public_field_display_name_is_human_readable",
 
 
 
 
 
 
662
  "status": "pass",
663
+ "value": "Contact State Prediction",
664
  "raw_hits": []
665
  },
666
  {
667
+ "name": "contact_prediction: public_field_input_short_is_human_readable",
668
  "status": "pass",
669
+ "value": "non-contact, non-caption features",
670
  "raw_hits": []
671
  },
672
  {
 
676
  "raw_hits": []
677
  },
678
  {
679
+ "name": "contact_prediction: public_field_research_name_is_human_readable",
680
  "status": "pass",
681
+ "value": "Human-Object Contact Prediction",
682
  "raw_hits": []
683
  },
684
  {
 
688
  "raw_hits": []
689
  },
690
  {
691
+ "name": "contact_prediction: public_field_output_short_is_human_readable",
692
  "status": "pass",
693
+ "value": "contact or no contact",
694
+ "raw_hits": []
695
+ },
696
+ {
697
+ "name": "contact_prediction: public_field_process_short_is_human_readable",
698
+ "status": "pass",
699
+ "value": "feature filter -> contact target -> binary classifier",
700
  "raw_hits": []
701
  },
702
  {
 
774
  "observed": "object_relevance"
775
  },
776
  {
777
+ "name": "object_relevance: public_field_display_name_is_human_readable",
 
 
 
 
 
 
778
  "status": "pass",
779
+ "value": "Object Relevance Prediction",
780
  "raw_hits": []
781
  },
782
  {
783
+ "name": "object_relevance: public_field_input_short_is_human_readable",
784
  "status": "pass",
785
+ "value": "non-caption multimodal features",
786
  "raw_hits": []
787
  },
788
  {
 
792
  "raw_hits": []
793
  },
794
  {
795
+ "name": "object_relevance: public_field_research_name_is_human_readable",
796
  "status": "pass",
797
+ "value": "Object-Centric Interaction Recognition",
798
  "raw_hits": []
799
  },
800
  {
 
804
  "raw_hits": []
805
  },
806
  {
807
+ "name": "object_relevance: public_field_output_short_is_human_readable",
808
  "status": "pass",
809
+ "value": "relevant object set",
810
+ "raw_hits": []
811
+ },
812
+ {
813
+ "name": "object_relevance: public_field_process_short_is_human_readable",
814
+ "status": "pass",
815
+ "value": "object vocabulary -> multi-hot labels -> sigmoid heads",
816
  "raw_hits": []
817
  },
818
  {
 
892
  "observed": "caption_grounding"
893
  },
894
  {
895
+ "name": "caption_grounding: public_field_display_name_is_human_readable",
 
 
 
 
 
 
896
  "status": "pass",
897
+ "value": "Language Grounding",
898
  "raw_hits": []
899
  },
900
  {
901
+ "name": "caption_grounding: public_field_input_short_is_human_readable",
902
  "status": "pass",
903
+ "value": "text-like query and candidate windows",
904
  "raw_hits": []
905
  },
906
  {
 
910
  "raw_hits": []
911
  },
912
  {
913
+ "name": "caption_grounding: public_field_research_name_is_human_readable",
914
  "status": "pass",
915
+ "value": "Language-to-Moment Grounding",
916
  "raw_hits": []
917
  },
918
  {
 
922
  "raw_hits": []
923
  },
924
  {
925
+ "name": "caption_grounding: public_field_output_short_is_human_readable",
926
  "status": "pass",
927
+ "value": "ranked matching moments",
928
+ "raw_hits": []
929
+ },
930
+ {
931
+ "name": "caption_grounding: public_field_process_short_is_human_readable",
932
+ "status": "pass",
933
+ "value": "query features -> candidate index -> cosine ranker",
934
  "raw_hits": []
935
  },
936
  {
 
1008
  "observed": "cross_modal_retrieval"
1009
  },
1010
  {
1011
+ "name": "cross_modal_retrieval: public_field_display_name_is_human_readable",
 
 
 
 
 
 
1012
  "status": "pass",
1013
+ "value": "Cross-Modal Retrieval",
1014
  "raw_hits": []
1015
  },
1016
  {
1017
+ "name": "cross_modal_retrieval: public_field_input_short_is_human_readable",
1018
  "status": "pass",
1019
+ "value": "motion/IMU/pose query; depth/video candidates",
1020
  "raw_hits": []
1021
  },
1022
  {
 
1026
  "raw_hits": []
1027
  },
1028
  {
1029
+ "name": "cross_modal_retrieval: public_field_research_name_is_human_readable",
1030
  "status": "pass",
1031
+ "value": "Multimodal Representation Retrieval",
1032
  "raw_hits": []
1033
  },
1034
  {
 
1038
  "raw_hits": []
1039
  },
1040
  {
1041
+ "name": "cross_modal_retrieval: public_field_output_short_is_human_readable",
1042
  "status": "pass",
1043
+ "value": "ranked visual windows",
1044
+ "raw_hits": []
1045
+ },
1046
+ {
1047
+ "name": "cross_modal_retrieval: public_field_process_short_is_human_readable",
1048
+ "status": "pass",
1049
+ "value": "modality split -> projection -> nearest-neighbor ranker",
1050
  "raw_hits": []
1051
  },
1052
  {
 
1126
  "observed": "modality_reconstruction"
1127
  },
1128
  {
1129
+ "name": "modality_reconstruction: public_field_display_name_is_human_readable",
 
 
 
 
 
 
1130
  "status": "pass",
1131
+ "value": "Cross-Modal Reconstruction",
1132
  "raw_hits": []
1133
  },
1134
  {
1135
+ "name": "modality_reconstruction: public_field_input_short_is_human_readable",
1136
  "status": "pass",
1137
+ "value": "motion, IMU, and camera/pose features",
1138
  "raw_hits": []
1139
  },
1140
  {
 
1144
  "raw_hits": []
1145
  },
1146
  {
1147
+ "name": "modality_reconstruction: public_field_research_name_is_human_readable",
1148
  "status": "pass",
1149
+ "value": "Modality Feature Reconstruction",
1150
  "raw_hits": []
1151
  },
1152
  {
 
1156
  "raw_hits": []
1157
  },
1158
  {
1159
+ "name": "modality_reconstruction: public_field_output_short_is_human_readable",
1160
  "status": "pass",
1161
+ "value": "reconstructed depth/video vector",
1162
+ "raw_hits": []
1163
+ },
1164
+ {
1165
+ "name": "modality_reconstruction: public_field_process_short_is_human_readable",
1166
+ "status": "pass",
1167
+ "value": "source-target split -> scaler -> regression head",
1168
  "raw_hits": []
1169
  },
1170
  {
 
1244
  "observed": "temporal_order"
1245
  },
1246
  {
1247
+ "name": "temporal_order: public_field_display_name_is_human_readable",
 
 
 
 
 
 
1248
  "status": "pass",
1249
  "value": "Temporal Order Verification",
1250
  "raw_hits": []
1251
  },
1252
  {
1253
+ "name": "temporal_order: public_field_input_short_is_human_readable",
1254
  "status": "pass",
1255
+ "value": "two adjacent windows plus difference vector",
1256
  "raw_hits": []
1257
  },
1258
  {
 
1262
  "raw_hits": []
1263
  },
1264
  {
1265
+ "name": "temporal_order: public_field_research_name_is_human_readable",
1266
  "status": "pass",
1267
+ "value": "Temporal Order Verification",
1268
  "raw_hits": []
1269
  },
1270
  {
 
1274
  "raw_hits": []
1275
  },
1276
  {
1277
+ "name": "temporal_order: public_field_output_short_is_human_readable",
1278
  "status": "pass",
1279
+ "value": "correct or reversed",
1280
+ "raw_hits": []
1281
+ },
1282
+ {
1283
+ "name": "temporal_order: public_field_process_short_is_human_readable",
1284
+ "status": "pass",
1285
+ "value": "pair builder -> feature combiner -> binary classifier",
1286
  "raw_hits": []
1287
  },
1288
  {
 
1360
  "observed": "misalignment_detection"
1361
  },
1362
  {
1363
+ "name": "misalignment_detection: public_field_display_name_is_human_readable",
 
 
 
 
 
 
1364
  "status": "pass",
1365
+ "value": "Multimodal Synchronization Detection",
1366
  "raw_hits": []
1367
  },
1368
  {
1369
+ "name": "misalignment_detection: public_field_input_short_is_human_readable",
1370
  "status": "pass",
1371
+ "value": "motion-side and visual/depth-side feature groups",
1372
  "raw_hits": []
1373
  },
1374
  {
 
1378
  "raw_hits": []
1379
  },
1380
  {
1381
+ "name": "misalignment_detection: public_field_research_name_is_human_readable",
1382
  "status": "pass",
1383
+ "value": "Cross-Modal Misalignment Detection",
1384
  "raw_hits": []
1385
  },
1386
  {
 
1390
  "raw_hits": []
1391
  },
1392
  {
1393
+ "name": "misalignment_detection: public_field_output_short_is_human_readable",
1394
  "status": "pass",
1395
+ "value": "aligned or shifted",
1396
+ "raw_hits": []
1397
+ },
1398
+ {
1399
+ "name": "misalignment_detection: public_field_process_short_is_human_readable",
1400
+ "status": "pass",
1401
+ "value": "aligned/shifted pairs -> feature combiner -> binary classifier",
1402
  "raw_hits": []
1403
  },
1404
  {
data/website_integrity.json CHANGED
@@ -1,6 +1,6 @@
1
  {
2
  "status": "pass",
3
- "generated_at_utc": "2026-06-13T18:15:00+00:00",
4
  "docs_root": "docs",
5
  "site_base": "/ropedia-xperience-10m-task-suite/",
6
  "summary": {
@@ -293,7 +293,7 @@
293
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294
  {
295
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296
- "bytes": 548183,
297
  "top_level_type": "dict"
298
  },
299
  {
@@ -363,7 +363,7 @@
363
  },
364
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365
  "path": "data/reproducibility_matrix.json",
366
- "bytes": 5294,
367
  "top_level_type": "dict"
368
  },
369
  {
 
1
  {
2
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3
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4
  "docs_root": "docs",
5
  "site_base": "/ropedia-xperience-10m-task-suite/",
6
  "summary": {
 
293
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294
  {
295
  "path": "data/mirror_parity.json",
296
+ "bytes": 548190,
297
  "top_level_type": "dict"
298
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299
  {
 
363
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364
  {
365
  "path": "data/reproducibility_matrix.json",
366
+ "bytes": 6123,
367
  "top_level_type": "dict"
368
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369
  {
docs/data/artifact_index.json CHANGED
@@ -1,14 +1,15 @@
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2
  "title": "Ropedia Xperience-10M Task Suite Artifact Index",
3
- "generated_at_utc": "2026-06-13T18:14:42+00:00",
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@@ -17,7 +18,6 @@
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19
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20
- "reproducibility": 2,
21
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23
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@@ -332,6 +332,28 @@
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334
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335
  {
336
  "id": "additional_development_directions",
337
  "title": "Additional development directions",
@@ -440,7 +462,7 @@
440
  "shows": "Machine-readable source-alignment pass/fail check for repo, website, and HF surfaces.",
441
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@@ -818,8 +840,8 @@
818
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819
  "shows": "Defines public reproduction commands, expected outputs, and non-reproducible scale-up boundaries.",
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  {
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@@ -829,8 +851,8 @@
829
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830
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834
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836
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@@ -840,8 +862,8 @@
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@@ -876,7 +898,7 @@
876
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878
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879
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880
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881
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882
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1
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2
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3
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+ "id": "qwen3_private_gpu_repro_smoke",
337
+ "title": "Qwen3 private staged-GPU reproduction smoke",
338
+ "path": "scripts/omni/run_private_gpu_qwen3_v6_repro_smoke.sh",
339
+ "kind": "reproducibility",
340
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+ "title": "Qwen3 video-feature compatibility patch checker",
349
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350
+ "kind": "reproducibility",
351
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715
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840
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  "surface": "website_hf",
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869
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898
  "volatile": true,
899
  "shows": "Confirms prepared GitHub/HF Space/artifact/model mirrors share the same critical data, figure, website HTML, and validator files.",
900
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901
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902
  "hash_policy": "existence_and_size_only"
903
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904
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docs/data/mirror_parity.json CHANGED
@@ -1,6 +1,6 @@
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2
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3
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4
  "hf_root": "hf_publish",
5
  "summary": {
6
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@@ -138,45 +138,45 @@
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139
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140
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141
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@@ -825,44 +825,44 @@
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@@ -1118,45 +1118,45 @@
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@@ -1413,44 +1413,44 @@
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docs/data/publication_audit.json CHANGED
@@ -1,6 +1,6 @@
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2
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3
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  "checks": [
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6
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@@ -187,8 +187,8 @@
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188
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189
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190
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194
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  {
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docs/data/reproducibility_matrix.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
  "title": "Ropedia Xperience-10M Task Suite Reproducibility Matrix",
3
- "version": "2026-06-01",
4
- "scope": "one public Xperience-10M sample episode",
5
  "python_target": "3.12",
6
  "public_raw_data_redistributed": false,
7
  "last_exact_metric_audit": {
@@ -80,9 +80,16 @@
80
  {
81
  "id": "qwen3_omni_multi_episode_pilot",
82
  "status": "verified_final_diagnostic_result_not_publicly_rerunnable_without_gated_data",
83
- "command": "scripts/omni/build_qwen3_omni_dataset.py and scripts/omni/train_qwen3_omni_lora.py on the selected gated episodes",
84
- "expected": "verified final diagnostic LoRA package with 3,808 exported windows, 2,848 train windows, and 448 held-out test predictions",
85
- "boundary": "the public package records metrics and manifests, but rerunning requires gated Xperience-10M episode access and base-model weights; current strict-label JSON validity is 100.00%, meeting the 98% target, while action/subtask metrics remain weak"
 
 
 
 
 
 
 
86
  }
87
  ]
88
  }
 
1
  {
2
  "title": "Ropedia Xperience-10M Task Suite Reproducibility Matrix",
3
+ "version": "2026-06-14",
4
+ "scope": "one public Xperience-10M sample episode plus owner-side private staged Qwen3-Omni v6 reproduction",
5
  "python_target": "3.12",
6
  "public_raw_data_redistributed": false,
7
  "last_exact_metric_audit": {
 
80
  {
81
  "id": "qwen3_omni_multi_episode_pilot",
82
  "status": "verified_final_diagnostic_result_not_publicly_rerunnable_without_gated_data",
83
+ "command": "scripts/omni/run_dense_multiscale_qwen_v5_h20.sh, scripts/omni/train_qwen3_omni_lora.py, and scripts/omni/run_qwen3_omni_lora_eval_sharded.sh on the selected gated episodes",
84
+ "expected": "verified v5/v6 diagnostic LoRA packages; the latest v6 package records 34,269 exported multiscale windows and 4,032 held-out test predictions",
85
+ "boundary": "the public package records metrics and manifests, but rerunning requires gated Xperience-10M episode access and base-model weights; v6 improves some structured metrics over v5 but remains a diagnostic baseline rather than a strong action/subtask model"
86
+ },
87
+ {
88
+ "id": "owner_gpu_qwen3_v6_reproduction",
89
+ "status": "reproducible_on_private_gpu_staging",
90
+ "command": "cd <staged-repo-root> && CUDA_VISIBLE_DEVICES=0,1,2,3 RUN_ID=a100_repro_qwen_v6_eval_smoke1_manual SAMPLE_LIMIT=1 MAX_NEW_TOKENS=1 scripts/omni/run_private_gpu_qwen3_v6_repro_smoke.sh",
91
+ "expected": "One-sample Qwen3-Omni v6 eval smoke writes progress.jsonl, predictions, metrics.json, and exit_code.txt with exit_code 0",
92
+ "boundary": "owner-side private staging only; depends on exported media cache, path-rewritten dataset_a100_eval.jsonl, Qwen3-Omni base model cache, v6 LoRA adapter, and the compatible Transformers video-feature patch"
93
  }
94
  ]
95
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docs/data/scope_claims_audit.json CHANGED
@@ -1,6 +1,6 @@
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2
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3
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4
  "summary": {
5
  "qwen3_omni_verified_diagnostic_pilot": true,
6
  "dataset_manifest_num_episodes": 119,
 
1
  {
2
  "status": "pass",
3
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4
  "summary": {
5
  "qwen3_omni_verified_diagnostic_pilot": true,
6
  "dataset_manifest_num_episodes": 119,
docs/data/source_alignment_audit.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
  "title": "Ropedia Xperience-10M Source Alignment Note",
3
  "status": "pass",
4
- "generated_at_utc": "2026-06-13T18:15:00+00:00",
5
  "alignment_json": "docs/data/xperience10m_dataset_card_alignment.json",
6
  "alignment_summary": {
7
  "full_dataset_repo": "ropedia-ai/xperience-10m",
 
1
  {
2
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3
  "status": "pass",
4
+ "generated_at_utc": "2026-06-13T21:56:28+00:00",
5
  "alignment_json": "docs/data/xperience10m_dataset_card_alignment.json",
6
  "alignment_summary": {
7
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docs/data/task_surface_integrity.json CHANGED
@@ -1,6 +1,6 @@
1
  {
2
  "status": "pass",
3
- "generated_at_utc": "2026-06-13T18:15:00+00:00",
4
  "summary": {
5
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6
  "expected_task_count": 12,
@@ -64,21 +64,15 @@
64
  "observed": "timeline_action"
65
  },
66
  {
67
- "name": "timeline_action: public_field_output_short_is_human_readable",
68
- "status": "pass",
69
- "value": "current action class",
70
- "raw_hits": []
71
- },
72
- {
73
- "name": "timeline_action: public_field_research_name_is_human_readable",
74
  "status": "pass",
75
- "value": "Egocentric Action Recognition",
76
  "raw_hits": []
77
  },
78
  {
79
- "name": "timeline_action: public_field_display_name_is_human_readable",
80
  "status": "pass",
81
- "value": "Action Recognition",
82
  "raw_hits": []
83
  },
84
  {
@@ -88,9 +82,9 @@
88
  "raw_hits": []
89
  },
90
  {
91
- "name": "timeline_action: public_field_process_short_is_human_readable",
92
  "status": "pass",
93
- "value": "window features -> action label builder -> classifier",
94
  "raw_hits": []
95
  },
96
  {
@@ -100,9 +94,15 @@
100
  "raw_hits": []
101
  },
102
  {
103
- "name": "timeline_action: public_field_input_short_is_human_readable",
104
  "status": "pass",
105
- "value": "20-frame multimodal window",
 
 
 
 
 
 
106
  "raw_hits": []
107
  },
108
  {
@@ -184,21 +184,15 @@
184
  "observed": "timeline_subtask"
185
  },
186
  {
187
- "name": "timeline_subtask: public_field_output_short_is_human_readable",
188
- "status": "pass",
189
- "value": "current procedure step",
190
- "raw_hits": []
191
- },
192
- {
193
- "name": "timeline_subtask: public_field_research_name_is_human_readable",
194
  "status": "pass",
195
- "value": "Temporal Subtask Recognition",
196
  "raw_hits": []
197
  },
198
  {
199
- "name": "timeline_subtask: public_field_display_name_is_human_readable",
200
  "status": "pass",
201
- "value": "Procedure Step Recognition",
202
  "raw_hits": []
203
  },
204
  {
@@ -208,9 +202,9 @@
208
  "raw_hits": []
209
  },
210
  {
211
- "name": "timeline_subtask: public_field_process_short_is_human_readable",
212
  "status": "pass",
213
- "value": "window features -> subtask label builder -> classifier",
214
  "raw_hits": []
215
  },
216
  {
@@ -220,9 +214,15 @@
220
  "raw_hits": []
221
  },
222
  {
223
- "name": "timeline_subtask: public_field_input_short_is_human_readable",
224
  "status": "pass",
225
- "value": "20-frame multimodal window",
 
 
 
 
 
 
226
  "raw_hits": []
227
  },
228
  {
@@ -304,21 +304,15 @@
304
  "observed": "transition_detection"
305
  },
306
  {
307
- "name": "transition_detection: public_field_output_short_is_human_readable",
308
- "status": "pass",
309
- "value": "boundary or steady",
310
- "raw_hits": []
311
- },
312
- {
313
- "name": "transition_detection: public_field_research_name_is_human_readable",
314
  "status": "pass",
315
- "value": "Temporal Action Segmentation",
316
  "raw_hits": []
317
  },
318
  {
319
- "name": "transition_detection: public_field_display_name_is_human_readable",
320
  "status": "pass",
321
- "value": "Action Boundary Detection",
322
  "raw_hits": []
323
  },
324
  {
@@ -328,9 +322,9 @@
328
  "raw_hits": []
329
  },
330
  {
331
- "name": "transition_detection: public_field_process_short_is_human_readable",
332
  "status": "pass",
333
- "value": "action changes -> boundary labels -> binary classifier",
334
  "raw_hits": []
335
  },
336
  {
@@ -340,9 +334,15 @@
340
  "raw_hits": []
341
  },
342
  {
343
- "name": "transition_detection: public_field_input_short_is_human_readable",
344
  "status": "pass",
345
- "value": "current window with boundary target",
 
 
 
 
 
 
346
  "raw_hits": []
347
  },
348
  {
@@ -422,21 +422,15 @@
422
  "observed": "next_action"
423
  },
424
  {
425
- "name": "next_action: public_field_output_short_is_human_readable",
426
- "status": "pass",
427
- "value": "action at t+20 frames",
428
- "raw_hits": []
429
- },
430
- {
431
- "name": "next_action: public_field_research_name_is_human_readable",
432
  "status": "pass",
433
- "value": "Short-Horizon Intention Prediction",
434
  "raw_hits": []
435
  },
436
  {
437
- "name": "next_action: public_field_display_name_is_human_readable",
438
  "status": "pass",
439
- "value": "Next-Action Prediction",
440
  "raw_hits": []
441
  },
442
  {
@@ -446,9 +440,9 @@
446
  "raw_hits": []
447
  },
448
  {
449
- "name": "next_action: public_field_process_short_is_human_readable",
450
  "status": "pass",
451
- "value": "current features -> future label shift -> classifier",
452
  "raw_hits": []
453
  },
454
  {
@@ -458,9 +452,15 @@
458
  "raw_hits": []
459
  },
460
  {
461
- "name": "next_action: public_field_input_short_is_human_readable",
462
  "status": "pass",
463
- "value": "current window at time t",
 
 
 
 
 
 
464
  "raw_hits": []
465
  },
466
  {
@@ -540,21 +540,15 @@
540
  "observed": "hand_trajectory_forecast"
541
  },
542
  {
543
- "name": "hand_trajectory_forecast: public_field_output_short_is_human_readable",
544
- "status": "pass",
545
- "value": "future hand-joint trajectory",
546
- "raw_hits": []
547
- },
548
- {
549
- "name": "hand_trajectory_forecast: public_field_research_name_is_human_readable",
550
  "status": "pass",
551
- "value": "3D Hand Motion Forecasting",
552
  "raw_hits": []
553
  },
554
  {
555
- "name": "hand_trajectory_forecast: public_field_display_name_is_human_readable",
556
  "status": "pass",
557
- "value": "Hand Trajectory Forecasting",
558
  "raw_hits": []
559
  },
560
  {
@@ -564,9 +558,9 @@
564
  "raw_hits": []
565
  },
566
  {
567
- "name": "hand_trajectory_forecast: public_field_process_short_is_human_readable",
568
  "status": "pass",
569
- "value": "current features -> future mocap target -> regression head",
570
  "raw_hits": []
571
  },
572
  {
@@ -576,9 +570,15 @@
576
  "raw_hits": []
577
  },
578
  {
579
- "name": "hand_trajectory_forecast: public_field_input_short_is_human_readable",
580
  "status": "pass",
581
- "value": "current multimodal window",
 
 
 
 
 
 
582
  "raw_hits": []
583
  },
584
  {
@@ -658,21 +658,15 @@
658
  "observed": "contact_prediction"
659
  },
660
  {
661
- "name": "contact_prediction: public_field_output_short_is_human_readable",
662
- "status": "pass",
663
- "value": "contact or no contact",
664
- "raw_hits": []
665
- },
666
- {
667
- "name": "contact_prediction: public_field_research_name_is_human_readable",
668
  "status": "pass",
669
- "value": "Human-Object Contact Prediction",
670
  "raw_hits": []
671
  },
672
  {
673
- "name": "contact_prediction: public_field_display_name_is_human_readable",
674
  "status": "pass",
675
- "value": "Contact State Prediction",
676
  "raw_hits": []
677
  },
678
  {
@@ -682,9 +676,9 @@
682
  "raw_hits": []
683
  },
684
  {
685
- "name": "contact_prediction: public_field_process_short_is_human_readable",
686
  "status": "pass",
687
- "value": "feature filter -> contact target -> binary classifier",
688
  "raw_hits": []
689
  },
690
  {
@@ -694,9 +688,15 @@
694
  "raw_hits": []
695
  },
696
  {
697
- "name": "contact_prediction: public_field_input_short_is_human_readable",
698
  "status": "pass",
699
- "value": "non-contact, non-caption features",
 
 
 
 
 
 
700
  "raw_hits": []
701
  },
702
  {
@@ -774,21 +774,15 @@
774
  "observed": "object_relevance"
775
  },
776
  {
777
- "name": "object_relevance: public_field_output_short_is_human_readable",
778
- "status": "pass",
779
- "value": "relevant object set",
780
- "raw_hits": []
781
- },
782
- {
783
- "name": "object_relevance: public_field_research_name_is_human_readable",
784
  "status": "pass",
785
- "value": "Object-Centric Interaction Recognition",
786
  "raw_hits": []
787
  },
788
  {
789
- "name": "object_relevance: public_field_display_name_is_human_readable",
790
  "status": "pass",
791
- "value": "Object Relevance Prediction",
792
  "raw_hits": []
793
  },
794
  {
@@ -798,9 +792,9 @@
798
  "raw_hits": []
799
  },
800
  {
801
- "name": "object_relevance: public_field_process_short_is_human_readable",
802
  "status": "pass",
803
- "value": "object vocabulary -> multi-hot labels -> sigmoid heads",
804
  "raw_hits": []
805
  },
806
  {
@@ -810,9 +804,15 @@
810
  "raw_hits": []
811
  },
812
  {
813
- "name": "object_relevance: public_field_input_short_is_human_readable",
814
  "status": "pass",
815
- "value": "non-caption multimodal features",
 
 
 
 
 
 
816
  "raw_hits": []
817
  },
818
  {
@@ -892,21 +892,15 @@
892
  "observed": "caption_grounding"
893
  },
894
  {
895
- "name": "caption_grounding: public_field_output_short_is_human_readable",
896
- "status": "pass",
897
- "value": "ranked matching moments",
898
- "raw_hits": []
899
- },
900
- {
901
- "name": "caption_grounding: public_field_research_name_is_human_readable",
902
  "status": "pass",
903
- "value": "Language-to-Moment Grounding",
904
  "raw_hits": []
905
  },
906
  {
907
- "name": "caption_grounding: public_field_display_name_is_human_readable",
908
  "status": "pass",
909
- "value": "Language Grounding",
910
  "raw_hits": []
911
  },
912
  {
@@ -916,9 +910,9 @@
916
  "raw_hits": []
917
  },
918
  {
919
- "name": "caption_grounding: public_field_process_short_is_human_readable",
920
  "status": "pass",
921
- "value": "query features -> candidate index -> cosine ranker",
922
  "raw_hits": []
923
  },
924
  {
@@ -928,9 +922,15 @@
928
  "raw_hits": []
929
  },
930
  {
931
- "name": "caption_grounding: public_field_input_short_is_human_readable",
932
  "status": "pass",
933
- "value": "text-like query and candidate windows",
 
 
 
 
 
 
934
  "raw_hits": []
935
  },
936
  {
@@ -1008,21 +1008,15 @@
1008
  "observed": "cross_modal_retrieval"
1009
  },
1010
  {
1011
- "name": "cross_modal_retrieval: public_field_output_short_is_human_readable",
1012
- "status": "pass",
1013
- "value": "ranked visual windows",
1014
- "raw_hits": []
1015
- },
1016
- {
1017
- "name": "cross_modal_retrieval: public_field_research_name_is_human_readable",
1018
  "status": "pass",
1019
- "value": "Multimodal Representation Retrieval",
1020
  "raw_hits": []
1021
  },
1022
  {
1023
- "name": "cross_modal_retrieval: public_field_display_name_is_human_readable",
1024
  "status": "pass",
1025
- "value": "Cross-Modal Retrieval",
1026
  "raw_hits": []
1027
  },
1028
  {
@@ -1032,9 +1026,9 @@
1032
  "raw_hits": []
1033
  },
1034
  {
1035
- "name": "cross_modal_retrieval: public_field_process_short_is_human_readable",
1036
  "status": "pass",
1037
- "value": "modality split -> projection -> nearest-neighbor ranker",
1038
  "raw_hits": []
1039
  },
1040
  {
@@ -1044,9 +1038,15 @@
1044
  "raw_hits": []
1045
  },
1046
  {
1047
- "name": "cross_modal_retrieval: public_field_input_short_is_human_readable",
1048
  "status": "pass",
1049
- "value": "motion/IMU/pose query; depth/video candidates",
 
 
 
 
 
 
1050
  "raw_hits": []
1051
  },
1052
  {
@@ -1126,21 +1126,15 @@
1126
  "observed": "modality_reconstruction"
1127
  },
1128
  {
1129
- "name": "modality_reconstruction: public_field_output_short_is_human_readable",
1130
- "status": "pass",
1131
- "value": "reconstructed depth/video vector",
1132
- "raw_hits": []
1133
- },
1134
- {
1135
- "name": "modality_reconstruction: public_field_research_name_is_human_readable",
1136
  "status": "pass",
1137
- "value": "Modality Feature Reconstruction",
1138
  "raw_hits": []
1139
  },
1140
  {
1141
- "name": "modality_reconstruction: public_field_display_name_is_human_readable",
1142
  "status": "pass",
1143
- "value": "Cross-Modal Reconstruction",
1144
  "raw_hits": []
1145
  },
1146
  {
@@ -1150,9 +1144,9 @@
1150
  "raw_hits": []
1151
  },
1152
  {
1153
- "name": "modality_reconstruction: public_field_process_short_is_human_readable",
1154
  "status": "pass",
1155
- "value": "source-target split -> scaler -> regression head",
1156
  "raw_hits": []
1157
  },
1158
  {
@@ -1162,9 +1156,15 @@
1162
  "raw_hits": []
1163
  },
1164
  {
1165
- "name": "modality_reconstruction: public_field_input_short_is_human_readable",
1166
  "status": "pass",
1167
- "value": "motion, IMU, and camera/pose features",
 
 
 
 
 
 
1168
  "raw_hits": []
1169
  },
1170
  {
@@ -1244,21 +1244,15 @@
1244
  "observed": "temporal_order"
1245
  },
1246
  {
1247
- "name": "temporal_order: public_field_output_short_is_human_readable",
1248
- "status": "pass",
1249
- "value": "correct or reversed",
1250
- "raw_hits": []
1251
- },
1252
- {
1253
- "name": "temporal_order: public_field_research_name_is_human_readable",
1254
  "status": "pass",
1255
  "value": "Temporal Order Verification",
1256
  "raw_hits": []
1257
  },
1258
  {
1259
- "name": "temporal_order: public_field_display_name_is_human_readable",
1260
  "status": "pass",
1261
- "value": "Temporal Order Verification",
1262
  "raw_hits": []
1263
  },
1264
  {
@@ -1268,9 +1262,9 @@
1268
  "raw_hits": []
1269
  },
1270
  {
1271
- "name": "temporal_order: public_field_process_short_is_human_readable",
1272
  "status": "pass",
1273
- "value": "pair builder -> feature combiner -> binary classifier",
1274
  "raw_hits": []
1275
  },
1276
  {
@@ -1280,9 +1274,15 @@
1280
  "raw_hits": []
1281
  },
1282
  {
1283
- "name": "temporal_order: public_field_input_short_is_human_readable",
1284
  "status": "pass",
1285
- "value": "two adjacent windows plus difference vector",
 
 
 
 
 
 
1286
  "raw_hits": []
1287
  },
1288
  {
@@ -1360,21 +1360,15 @@
1360
  "observed": "misalignment_detection"
1361
  },
1362
  {
1363
- "name": "misalignment_detection: public_field_output_short_is_human_readable",
1364
- "status": "pass",
1365
- "value": "aligned or shifted",
1366
- "raw_hits": []
1367
- },
1368
- {
1369
- "name": "misalignment_detection: public_field_research_name_is_human_readable",
1370
  "status": "pass",
1371
- "value": "Cross-Modal Misalignment Detection",
1372
  "raw_hits": []
1373
  },
1374
  {
1375
- "name": "misalignment_detection: public_field_display_name_is_human_readable",
1376
  "status": "pass",
1377
- "value": "Multimodal Synchronization Detection",
1378
  "raw_hits": []
1379
  },
1380
  {
@@ -1384,9 +1378,9 @@
1384
  "raw_hits": []
1385
  },
1386
  {
1387
- "name": "misalignment_detection: public_field_process_short_is_human_readable",
1388
  "status": "pass",
1389
- "value": "aligned/shifted pairs -> feature combiner -> binary classifier",
1390
  "raw_hits": []
1391
  },
1392
  {
@@ -1396,9 +1390,15 @@
1396
  "raw_hits": []
1397
  },
1398
  {
1399
- "name": "misalignment_detection: public_field_input_short_is_human_readable",
1400
  "status": "pass",
1401
- "value": "motion-side and visual/depth-side feature groups",
 
 
 
 
 
 
1402
  "raw_hits": []
1403
  },
1404
  {
 
1
  {
2
  "status": "pass",
3
+ "generated_at_utc": "2026-06-13T21:56:31+00:00",
4
  "summary": {
5
  "task_count": 12,
6
  "expected_task_count": 12,
 
64
  "observed": "timeline_action"
65
  },
66
  {
67
+ "name": "timeline_action: public_field_display_name_is_human_readable",
 
 
 
 
 
 
68
  "status": "pass",
69
+ "value": "Action Recognition",
70
  "raw_hits": []
71
  },
72
  {
73
+ "name": "timeline_action: public_field_input_short_is_human_readable",
74
  "status": "pass",
75
+ "value": "20-frame multimodal window",
76
  "raw_hits": []
77
  },
78
  {
 
82
  "raw_hits": []
83
  },
84
  {
85
+ "name": "timeline_action: public_field_research_name_is_human_readable",
86
  "status": "pass",
87
+ "value": "Egocentric Action Recognition",
88
  "raw_hits": []
89
  },
90
  {
 
94
  "raw_hits": []
95
  },
96
  {
97
+ "name": "timeline_action: public_field_output_short_is_human_readable",
98
  "status": "pass",
99
+ "value": "current action class",
100
+ "raw_hits": []
101
+ },
102
+ {
103
+ "name": "timeline_action: public_field_process_short_is_human_readable",
104
+ "status": "pass",
105
+ "value": "window features -> action label builder -> classifier",
106
  "raw_hits": []
107
  },
108
  {
 
184
  "observed": "timeline_subtask"
185
  },
186
  {
187
+ "name": "timeline_subtask: public_field_display_name_is_human_readable",
 
 
 
 
 
 
188
  "status": "pass",
189
+ "value": "Procedure Step Recognition",
190
  "raw_hits": []
191
  },
192
  {
193
+ "name": "timeline_subtask: public_field_input_short_is_human_readable",
194
  "status": "pass",
195
+ "value": "20-frame multimodal window",
196
  "raw_hits": []
197
  },
198
  {
 
202
  "raw_hits": []
203
  },
204
  {
205
+ "name": "timeline_subtask: public_field_research_name_is_human_readable",
206
  "status": "pass",
207
+ "value": "Temporal Subtask Recognition",
208
  "raw_hits": []
209
  },
210
  {
 
214
  "raw_hits": []
215
  },
216
  {
217
+ "name": "timeline_subtask: public_field_output_short_is_human_readable",
218
  "status": "pass",
219
+ "value": "current procedure step",
220
+ "raw_hits": []
221
+ },
222
+ {
223
+ "name": "timeline_subtask: public_field_process_short_is_human_readable",
224
+ "status": "pass",
225
+ "value": "window features -> subtask label builder -> classifier",
226
  "raw_hits": []
227
  },
228
  {
 
304
  "observed": "transition_detection"
305
  },
306
  {
307
+ "name": "transition_detection: public_field_display_name_is_human_readable",
 
 
 
 
 
 
308
  "status": "pass",
309
+ "value": "Action Boundary Detection",
310
  "raw_hits": []
311
  },
312
  {
313
+ "name": "transition_detection: public_field_input_short_is_human_readable",
314
  "status": "pass",
315
+ "value": "current window with boundary target",
316
  "raw_hits": []
317
  },
318
  {
 
322
  "raw_hits": []
323
  },
324
  {
325
+ "name": "transition_detection: public_field_research_name_is_human_readable",
326
  "status": "pass",
327
+ "value": "Temporal Action Segmentation",
328
  "raw_hits": []
329
  },
330
  {
 
334
  "raw_hits": []
335
  },
336
  {
337
+ "name": "transition_detection: public_field_output_short_is_human_readable",
338
  "status": "pass",
339
+ "value": "boundary or steady",
340
+ "raw_hits": []
341
+ },
342
+ {
343
+ "name": "transition_detection: public_field_process_short_is_human_readable",
344
+ "status": "pass",
345
+ "value": "action changes -> boundary labels -> binary classifier",
346
  "raw_hits": []
347
  },
348
  {
 
422
  "observed": "next_action"
423
  },
424
  {
425
+ "name": "next_action: public_field_display_name_is_human_readable",
 
 
 
 
 
 
426
  "status": "pass",
427
+ "value": "Next-Action Prediction",
428
  "raw_hits": []
429
  },
430
  {
431
+ "name": "next_action: public_field_input_short_is_human_readable",
432
  "status": "pass",
433
+ "value": "current window at time t",
434
  "raw_hits": []
435
  },
436
  {
 
440
  "raw_hits": []
441
  },
442
  {
443
+ "name": "next_action: public_field_research_name_is_human_readable",
444
  "status": "pass",
445
+ "value": "Short-Horizon Intention Prediction",
446
  "raw_hits": []
447
  },
448
  {
 
452
  "raw_hits": []
453
  },
454
  {
455
+ "name": "next_action: public_field_output_short_is_human_readable",
456
  "status": "pass",
457
+ "value": "action at t+20 frames",
458
+ "raw_hits": []
459
+ },
460
+ {
461
+ "name": "next_action: public_field_process_short_is_human_readable",
462
+ "status": "pass",
463
+ "value": "current features -> future label shift -> classifier",
464
  "raw_hits": []
465
  },
466
  {
 
540
  "observed": "hand_trajectory_forecast"
541
  },
542
  {
543
+ "name": "hand_trajectory_forecast: public_field_display_name_is_human_readable",
 
 
 
 
 
 
544
  "status": "pass",
545
+ "value": "Hand Trajectory Forecasting",
546
  "raw_hits": []
547
  },
548
  {
549
+ "name": "hand_trajectory_forecast: public_field_input_short_is_human_readable",
550
  "status": "pass",
551
+ "value": "current multimodal window",
552
  "raw_hits": []
553
  },
554
  {
 
558
  "raw_hits": []
559
  },
560
  {
561
+ "name": "hand_trajectory_forecast: public_field_research_name_is_human_readable",
562
  "status": "pass",
563
+ "value": "3D Hand Motion Forecasting",
564
  "raw_hits": []
565
  },
566
  {
 
570
  "raw_hits": []
571
  },
572
  {
573
+ "name": "hand_trajectory_forecast: public_field_output_short_is_human_readable",
574
  "status": "pass",
575
+ "value": "future hand-joint trajectory",
576
+ "raw_hits": []
577
+ },
578
+ {
579
+ "name": "hand_trajectory_forecast: public_field_process_short_is_human_readable",
580
+ "status": "pass",
581
+ "value": "current features -> future mocap target -> regression head",
582
  "raw_hits": []
583
  },
584
  {
 
658
  "observed": "contact_prediction"
659
  },
660
  {
661
+ "name": "contact_prediction: public_field_display_name_is_human_readable",
 
 
 
 
 
 
662
  "status": "pass",
663
+ "value": "Contact State Prediction",
664
  "raw_hits": []
665
  },
666
  {
667
+ "name": "contact_prediction: public_field_input_short_is_human_readable",
668
  "status": "pass",
669
+ "value": "non-contact, non-caption features",
670
  "raw_hits": []
671
  },
672
  {
 
676
  "raw_hits": []
677
  },
678
  {
679
+ "name": "contact_prediction: public_field_research_name_is_human_readable",
680
  "status": "pass",
681
+ "value": "Human-Object Contact Prediction",
682
  "raw_hits": []
683
  },
684
  {
 
688
  "raw_hits": []
689
  },
690
  {
691
+ "name": "contact_prediction: public_field_output_short_is_human_readable",
692
  "status": "pass",
693
+ "value": "contact or no contact",
694
+ "raw_hits": []
695
+ },
696
+ {
697
+ "name": "contact_prediction: public_field_process_short_is_human_readable",
698
+ "status": "pass",
699
+ "value": "feature filter -> contact target -> binary classifier",
700
  "raw_hits": []
701
  },
702
  {
 
774
  "observed": "object_relevance"
775
  },
776
  {
777
+ "name": "object_relevance: public_field_display_name_is_human_readable",
 
 
 
 
 
 
778
  "status": "pass",
779
+ "value": "Object Relevance Prediction",
780
  "raw_hits": []
781
  },
782
  {
783
+ "name": "object_relevance: public_field_input_short_is_human_readable",
784
  "status": "pass",
785
+ "value": "non-caption multimodal features",
786
  "raw_hits": []
787
  },
788
  {
 
792
  "raw_hits": []
793
  },
794
  {
795
+ "name": "object_relevance: public_field_research_name_is_human_readable",
796
  "status": "pass",
797
+ "value": "Object-Centric Interaction Recognition",
798
  "raw_hits": []
799
  },
800
  {
 
804
  "raw_hits": []
805
  },
806
  {
807
+ "name": "object_relevance: public_field_output_short_is_human_readable",
808
  "status": "pass",
809
+ "value": "relevant object set",
810
+ "raw_hits": []
811
+ },
812
+ {
813
+ "name": "object_relevance: public_field_process_short_is_human_readable",
814
+ "status": "pass",
815
+ "value": "object vocabulary -> multi-hot labels -> sigmoid heads",
816
  "raw_hits": []
817
  },
818
  {
 
892
  "observed": "caption_grounding"
893
  },
894
  {
895
+ "name": "caption_grounding: public_field_display_name_is_human_readable",
 
 
 
 
 
 
896
  "status": "pass",
897
+ "value": "Language Grounding",
898
  "raw_hits": []
899
  },
900
  {
901
+ "name": "caption_grounding: public_field_input_short_is_human_readable",
902
  "status": "pass",
903
+ "value": "text-like query and candidate windows",
904
  "raw_hits": []
905
  },
906
  {
 
910
  "raw_hits": []
911
  },
912
  {
913
+ "name": "caption_grounding: public_field_research_name_is_human_readable",
914
  "status": "pass",
915
+ "value": "Language-to-Moment Grounding",
916
  "raw_hits": []
917
  },
918
  {
 
922
  "raw_hits": []
923
  },
924
  {
925
+ "name": "caption_grounding: public_field_output_short_is_human_readable",
926
  "status": "pass",
927
+ "value": "ranked matching moments",
928
+ "raw_hits": []
929
+ },
930
+ {
931
+ "name": "caption_grounding: public_field_process_short_is_human_readable",
932
+ "status": "pass",
933
+ "value": "query features -> candidate index -> cosine ranker",
934
  "raw_hits": []
935
  },
936
  {
 
1008
  "observed": "cross_modal_retrieval"
1009
  },
1010
  {
1011
+ "name": "cross_modal_retrieval: public_field_display_name_is_human_readable",
 
 
 
 
 
 
1012
  "status": "pass",
1013
+ "value": "Cross-Modal Retrieval",
1014
  "raw_hits": []
1015
  },
1016
  {
1017
+ "name": "cross_modal_retrieval: public_field_input_short_is_human_readable",
1018
  "status": "pass",
1019
+ "value": "motion/IMU/pose query; depth/video candidates",
1020
  "raw_hits": []
1021
  },
1022
  {
 
1026
  "raw_hits": []
1027
  },
1028
  {
1029
+ "name": "cross_modal_retrieval: public_field_research_name_is_human_readable",
1030
  "status": "pass",
1031
+ "value": "Multimodal Representation Retrieval",
1032
  "raw_hits": []
1033
  },
1034
  {
 
1038
  "raw_hits": []
1039
  },
1040
  {
1041
+ "name": "cross_modal_retrieval: public_field_output_short_is_human_readable",
1042
  "status": "pass",
1043
+ "value": "ranked visual windows",
1044
+ "raw_hits": []
1045
+ },
1046
+ {
1047
+ "name": "cross_modal_retrieval: public_field_process_short_is_human_readable",
1048
+ "status": "pass",
1049
+ "value": "modality split -> projection -> nearest-neighbor ranker",
1050
  "raw_hits": []
1051
  },
1052
  {
 
1126
  "observed": "modality_reconstruction"
1127
  },
1128
  {
1129
+ "name": "modality_reconstruction: public_field_display_name_is_human_readable",
 
 
 
 
 
 
1130
  "status": "pass",
1131
+ "value": "Cross-Modal Reconstruction",
1132
  "raw_hits": []
1133
  },
1134
  {
1135
+ "name": "modality_reconstruction: public_field_input_short_is_human_readable",
1136
  "status": "pass",
1137
+ "value": "motion, IMU, and camera/pose features",
1138
  "raw_hits": []
1139
  },
1140
  {
 
1144
  "raw_hits": []
1145
  },
1146
  {
1147
+ "name": "modality_reconstruction: public_field_research_name_is_human_readable",
1148
  "status": "pass",
1149
+ "value": "Modality Feature Reconstruction",
1150
  "raw_hits": []
1151
  },
1152
  {
 
1156
  "raw_hits": []
1157
  },
1158
  {
1159
+ "name": "modality_reconstruction: public_field_output_short_is_human_readable",
1160
  "status": "pass",
1161
+ "value": "reconstructed depth/video vector",
1162
+ "raw_hits": []
1163
+ },
1164
+ {
1165
+ "name": "modality_reconstruction: public_field_process_short_is_human_readable",
1166
+ "status": "pass",
1167
+ "value": "source-target split -> scaler -> regression head",
1168
  "raw_hits": []
1169
  },
1170
  {
 
1244
  "observed": "temporal_order"
1245
  },
1246
  {
1247
+ "name": "temporal_order: public_field_display_name_is_human_readable",
 
 
 
 
 
 
1248
  "status": "pass",
1249
  "value": "Temporal Order Verification",
1250
  "raw_hits": []
1251
  },
1252
  {
1253
+ "name": "temporal_order: public_field_input_short_is_human_readable",
1254
  "status": "pass",
1255
+ "value": "two adjacent windows plus difference vector",
1256
  "raw_hits": []
1257
  },
1258
  {
 
1262
  "raw_hits": []
1263
  },
1264
  {
1265
+ "name": "temporal_order: public_field_research_name_is_human_readable",
1266
  "status": "pass",
1267
+ "value": "Temporal Order Verification",
1268
  "raw_hits": []
1269
  },
1270
  {
 
1274
  "raw_hits": []
1275
  },
1276
  {
1277
+ "name": "temporal_order: public_field_output_short_is_human_readable",
1278
  "status": "pass",
1279
+ "value": "correct or reversed",
1280
+ "raw_hits": []
1281
+ },
1282
+ {
1283
+ "name": "temporal_order: public_field_process_short_is_human_readable",
1284
+ "status": "pass",
1285
+ "value": "pair builder -> feature combiner -> binary classifier",
1286
  "raw_hits": []
1287
  },
1288
  {
 
1360
  "observed": "misalignment_detection"
1361
  },
1362
  {
1363
+ "name": "misalignment_detection: public_field_display_name_is_human_readable",
 
 
 
 
 
 
1364
  "status": "pass",
1365
+ "value": "Multimodal Synchronization Detection",
1366
  "raw_hits": []
1367
  },
1368
  {
1369
+ "name": "misalignment_detection: public_field_input_short_is_human_readable",
1370
  "status": "pass",
1371
+ "value": "motion-side and visual/depth-side feature groups",
1372
  "raw_hits": []
1373
  },
1374
  {
 
1378
  "raw_hits": []
1379
  },
1380
  {
1381
+ "name": "misalignment_detection: public_field_research_name_is_human_readable",
1382
  "status": "pass",
1383
+ "value": "Cross-Modal Misalignment Detection",
1384
  "raw_hits": []
1385
  },
1386
  {
 
1390
  "raw_hits": []
1391
  },
1392
  {
1393
+ "name": "misalignment_detection: public_field_output_short_is_human_readable",
1394
  "status": "pass",
1395
+ "value": "aligned or shifted",
1396
+ "raw_hits": []
1397
+ },
1398
+ {
1399
+ "name": "misalignment_detection: public_field_process_short_is_human_readable",
1400
+ "status": "pass",
1401
+ "value": "aligned/shifted pairs -> feature combiner -> binary classifier",
1402
  "raw_hits": []
1403
  },
1404
  {
docs/data/website_integrity.json CHANGED
@@ -1,6 +1,6 @@
1
  {
2
  "status": "pass",
3
- "generated_at_utc": "2026-06-13T18:15:00+00:00",
4
  "docs_root": "docs",
5
  "site_base": "/ropedia-xperience-10m-task-suite/",
6
  "summary": {
@@ -293,7 +293,7 @@
293
  },
294
  {
295
  "path": "data/mirror_parity.json",
296
- "bytes": 548183,
297
  "top_level_type": "dict"
298
  },
299
  {
@@ -363,7 +363,7 @@
363
  },
364
  {
365
  "path": "data/reproducibility_matrix.json",
366
- "bytes": 5294,
367
  "top_level_type": "dict"
368
  },
369
  {
 
1
  {
2
  "status": "pass",
3
+ "generated_at_utc": "2026-06-13T21:56:42+00:00",
4
  "docs_root": "docs",
5
  "site_base": "/ropedia-xperience-10m-task-suite/",
6
  "summary": {
 
293
  },
294
  {
295
  "path": "data/mirror_parity.json",
296
+ "bytes": 548190,
297
  "top_level_type": "dict"
298
  },
299
  {
 
363
  },
364
  {
365
  "path": "data/reproducibility_matrix.json",
366
+ "bytes": 6123,
367
  "top_level_type": "dict"
368
  },
369
  {
scripts/build_artifact_index.py CHANGED
@@ -233,6 +233,22 @@ ARTIFACTS = [
233
  "surface": "repo_hf",
234
  "shows": "Builds the upload-ready Hugging Face adapter folder from a verified Qwen3 LoRA result summary and adapter directory.",
235
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
236
  {
237
  "id": "additional_development_directions",
238
  "title": "Additional development directions",
 
233
  "surface": "repo_hf",
234
  "shows": "Builds the upload-ready Hugging Face adapter folder from a verified Qwen3 LoRA result summary and adapter directory.",
235
  },
236
+ {
237
+ "id": "qwen3_private_gpu_repro_smoke",
238
+ "title": "Qwen3 private staged-GPU reproduction smoke",
239
+ "path": "scripts/omni/run_private_gpu_qwen3_v6_repro_smoke.sh",
240
+ "kind": "reproducibility",
241
+ "surface": "repo_hf",
242
+ "shows": "Runs the owner-side Qwen3-Omni v6 one-sample reproduction smoke from a private staged model, adapter, JSONL, and exported media cache.",
243
+ },
244
+ {
245
+ "id": "qwen3_video_feature_compat_patch",
246
+ "title": "Qwen3 video-feature compatibility patch checker",
247
+ "path": "scripts/omni/patch_qwen3_omni_video_features.py",
248
+ "kind": "reproducibility",
249
+ "surface": "repo_hf",
250
+ "shows": "Checks and narrowly repairs the installed Qwen3-Omni video-feature branch so private staged-GPU reproduction uses the verified source-compatible behavior.",
251
+ },
252
  {
253
  "id": "additional_development_directions",
254
  "title": "Additional development directions",