Add baseline evaluation results

evaluation/grounding_dino/failure_cases.jsonl

@@ -0,0 +1,15 @@
+{"id": "ref_l4_refcoco_testA_1755:vi", "prediction": {"candidates": [], "error": null, "latency_ms": 639.3417980002596, "norm": [], "parse_ok": false, "pixel": [], "raw": ""}}
+{"id": "ref_l4_refcoco_testA_3283:vi", "prediction": {"candidates": [], "error": null, "latency_ms": 639.4576960001359, "norm": [], "parse_ok": false, "pixel": [], "raw": ""}}
+{"id": "ref_l4_refcoco_testA_353:vi", "prediction": {"candidates": [], "error": null, "latency_ms": 644.3744359999073, "norm": [], "parse_ok": false, "pixel": [], "raw": ""}}
+{"id": "ref_l4_refcoco_testA_5268:vi", "prediction": {"candidates": [], "error": null, "latency_ms": 639.3138059997909, "norm": [], "parse_ok": false, "pixel": [], "raw": ""}}
+{"id": "ref_l4_refcoco_testB_6022:vi", "prediction": {"candidates": [], "error": null, "latency_ms": 712.233555000239, "norm": [], "parse_ok": false, "pixel": [], "raw": ""}}
+{"id": "ref_l4_refcoco_testB_7419:vi", "prediction": {"candidates": [], "error": null, "latency_ms": 713.1465039997238, "norm": [], "parse_ok": false, "pixel": [], "raw": ""}}
+{"id": "ref_l4_refcoco_val_123683:vi", "prediction": {"candidates": [], "error": null, "latency_ms": 685.3395009998167, "norm": [], "parse_ok": false, "pixel": [], "raw": ""}}
+{"id": "ref_l4_refcoco_val_124455:vi", "prediction": {"candidates": [], "error": null, "latency_ms": 729.482993000147, "norm": [], "parse_ok": false, "pixel": [], "raw": ""}}
+{"id": "ref_l4_refcoco_val_131175:vi", "prediction": {"candidates": [], "error": null, "latency_ms": 652.1640420000949, "norm": [], "parse_ok": false, "pixel": [], "raw": ""}}
+{"id": "ref_l4_refcoco_val_131172", "prediction": {"candidates": [], "error": null, "latency_ms": 653.5362069998882, "norm": [], "parse_ok": false, "pixel": [], "raw": ""}}
+{"id": "ref_l4_refcoco_val_131175", "prediction": {"candidates": [], "error": null, "latency_ms": 659.4525509999585, "norm": [], "parse_ok": false, "pixel": [], "raw": ""}}
+{"id": "ref_l4_refcoco_testA_214", "prediction": {"candidates": [], "error": null, "latency_ms": 726.534084999912, "norm": [], "parse_ok": false, "pixel": [], "raw": ""}}
+{"id": "ref_l4_refcoco_testA_1935", "prediction": {"candidates": [], "error": null, "latency_ms": 653.3927229997971, "norm": [], "parse_ok": false, "pixel": [], "raw": ""}}
+{"id": "ref_l4_refcoco_testA_289", "prediction": {"candidates": [], "error": null, "latency_ms": 661.274431000038, "norm": [], "parse_ok": false, "pixel": [], "raw": ""}}
+{"id": "ref_l4_refcoco_testA_174", "prediction": {"candidates": [], "error": null, "latency_ms": 790.3765239998393, "norm": [], "parse_ok": false, "pixel": [], "raw": ""}}

evaluation/grounding_dino/hard_pair_metrics.json

@@ -0,0 +1,35 @@
+{
+  "en": {
+    "Cross-image Pairs": 0,
+    "Multi-box": 0.0,
+    "Pair Accuracy": 0.628,
+    "Pair mIoU": 0.5949,
+    "Parse Fail": 0.0,
+    "Query Acc@0.5": 0.796,
+    "Query mIoU": 0.753,
+    "Runtime Error": 0.0,
+    "Same-Box Collapse": 0.178,
+    "Wrong-Instance": 0.124,
+    "mean_latency_ms": 653.4671,
+    "median_latency_ms": 647.2238,
+    "pairs": 500,
+    "queries": 1000
+  },
+  "model": "grounding_dino",
+  "vi": {
+    "Cross-image Pairs": 0,
+    "Multi-box": 0.0,
+    "Pair Accuracy": 0.03,
+    "Pair mIoU": 0.0825,
+    "Parse Fail": 0.006,
+    "Query Acc@0.5": 0.232,
+    "Query mIoU": 0.2673,
+    "Runtime Error": 0.0,
+    "Same-Box Collapse": 0.644,
+    "Wrong-Instance": 0.404,
+    "mean_latency_ms": 657.5782,
+    "median_latency_ms": 654.1333,
+    "pairs": 500,
+    "queries": 1000
+  }
+}

evaluation/grounding_dino/latency_stats.json

@@ -0,0 +1,6 @@
+{
+  "mean_ms": 657.4938,
+  "median_ms": 650.9436,
+  "n": 4000,
+  "p95_ms": 725.3383
+}

evaluation/grounding_dino/run_manifest.json

@@ -0,0 +1,61 @@
+{
+  "dataset_id": "thanhhoangnvbg/viground-contrast-data",
+  "dataset_revision": "eb7ddb1069de0c6e7a6277cf46b3d94d0c9cd9ee",
+  "environment": {
+    "created_at_utc": "2026-06-16T15:06:03.780402+00:00",
+    "gpu": {
+      "bf16_supported": true,
+      "compute_capability": "7.5",
+      "name": "Tesla T4",
+      "total_vram_bytes": 15636037632
+    },
+    "packages": {
+      "Pillow": "11.1.0",
+      "accelerate": "1.13.0",
+      "datasets": "4.8.5",
+      "decord": "0.6.0",
+      "huggingface_hub": "0.36.2",
+      "lmdb": "1.7.5",
+      "numpy": "2.4.6",
+      "opencv-python-headless": "4.11.0.86",
+      "peft": "0.18.1",
+      "safetensors": "0.7.0",
+      "torch": "2.10.0+cu128",
+      "transformers": "4.57.1"
+    },
+    "platform": "Linux-6.12.90+-x86_64-with-glibc2.35",
+    "python": "3.12.13 (main, Mar  4 2026, 09:23:07) [GCC 11.4.0]",
+    "torch_cuda_available": true,
+    "torch_cuda_version": "12.8"
+  },
+  "grounding_dino": {
+    "box_threshold": 0.2,
+    "text_threshold": 0.15
+  },
+  "hard_pair_counts": {
+    "en_requests": 1000,
+    "pairs": 500,
+    "vi_requests": 1000
+  },
+  "model_family": "grounding_dino",
+  "model_id": "IDEA-Research/grounding-dino-base",
+  "model_key": "grounding_dino",
+  "model_revision": null,
+  "peak_vram_bytes": 2387960832,
+  "qwen2_5_vl": {
+    "dtype": "auto",
+    "max_new_tokens": 64,
+    "max_pixels": 1605632,
+    "max_visual_tokens": 2048,
+    "min_pixels": 200704
+  },
+  "raw_box_format": "<box><x1><y1><x2><y2></box>",
+  "resolved_model_path": "/kaggle/working/viground/.hf_cache/viground_baselines/IDEA-Research__grounding-dino-base",
+  "seed": 42,
+  "smoke_check": false,
+  "standard_counts": {
+    "alignment_overlap": 1000,
+    "en": 1000,
+    "vi": 1000
+  }
+}

evaluation/grounding_dino/smoke_box_format_check.json

@@ -0,0 +1,6 @@
+{
+  "checked": 30,
+  "failed": 0,
+  "failures": [],
+  "passed": 30
+}

evaluation/grounding_dino/standard_metrics.json

@@ -0,0 +1,26 @@
+{
+  "english": {
+    "Acc@0.5": 0.869,
+    "Acc@0.75": 0.821,
+    "Multi-box": 0.0,
+    "Parse Fail": 0.0,
+    "Runtime Error": 0.0,
+    "mIoU": 0.8234,
+    "mean_latency_ms": 658.9316,
+    "median_latency_ms": 648.0196,
+    "n": 1000
+  },
+  "model": "grounding_dino",
+  "vietnamese": {
+    "Acc@0.5": 0.342,
+    "Acc@0.75": 0.311,
+    "Multi-box": 0.0,
+    "Parse Fail": 0.009,
+    "Runtime Error": 0.0,
+    "mIoU": 0.3625,
+    "mean_latency_ms": 659.9983,
+    "median_latency_ms": 652.352,
+    "n": 1000
+  },
+  "vietnamese_grounding_gap": 0.527
+}