cy0307's picture
Update Xperience-10M public evidence-line docs and audits
029e253 verified
Raw History Blame
2.42 kB
{
"status": "current",
"updated_utc": "2026-06-21T00:00:00Z",
"interpretation_rule": "Use the 1-episode line for task construction and reproducibility claims. Use the 128-episode line for held-out comparison and model-branch claims.",
"lines": [
{
"id": "single_public_sample_episode",
"label": "1 sample episode",
"data_unit": "One public Xperience-10M sample episode",
"frames": 5821,
"windows": 1161,
"window_definition": "20-frame aligned windows with 5-frame stride",
"feature_dimensions": 8546,
"methods": [
"Minimal heads",
"Neural MLP heads"
],
"task_axes": 20,
"method_task_records": 40,
"scored_records": 40,
"best_use": "Inspect raw files, understand each task, rerun local baselines, and debug task quality.",
"primary_artifacts": [
"docs/data/single_episode_task_model_radar.json",
"results/episode_task_suite/summary_report.json",
"results/episode_task_suite/feature_manifest.json",
"docs/single_episode_explorer.html"
]
},
{
"id": "selected_128_episode_surface",
"label": "128 selected episodes",
"data_unit": "Selected held-out 96/16/16 split with public-safe processed features linked to official gated episode paths",
"episodes": 128,
"split": {
"train": 96,
"validation": 16,
"test": 16
},
"exported_windows": 34269,
"methods": [
"Metadata simple",
"Metadata NN",
"Raw-feature simple",
"Raw-feature NN",
"Qwen3-Omni",
"Cosmos3-Super",
"Cosmos3-Nano"
],
"task_axes": 20,
"method_task_records": 140,
"scored_records": 140,
"proxy_policy": "Proxy flags remain visible where the public export lacks a direct raw target.",
"best_use": "Compare same-split baselines and model branches while keeping evidence type explicit.",
"primary_artifacts": [
"docs/data/episode128_task_model_radar.json",
"docs/data/xperience10m_128_episode_feature_index.json",
"docs/data/omni_model_comparison.json",
"docs/data/task_method_20_gap_audit.json"
]
}
],
"combined_public_matrix": {
"task_axes": 20,
"methods": 9,
"method_task_records": 180,
"scored_records": 180,
"artifact": "docs/data/task_method_20_result_matrix.json"
}
}