Spaces:
Running
Running
Upload Ops-Colqwen3-4B.json
#110
by
frozenc
- opened
- scores/Ops-Colqwen3-4B.json +747 -0
scores/Ops-Colqwen3-4B.json
ADDED
|
@@ -0,0 +1,747 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"metadata": {
|
| 3 |
+
"model_name": "Ops-Colqwen3-4B",
|
| 4 |
+
"model_backbone": "Qwen3-VL-8B",
|
| 5 |
+
"model_size": 4.44,
|
| 6 |
+
"embedding_dimension": 2560,
|
| 7 |
+
"max_length_tokens": null,
|
| 8 |
+
"model_release_date": "2026-01-24",
|
| 9 |
+
"data_source": "OpenSearch-AI",
|
| 10 |
+
"url": "https://huggingface.co/OpenSearch-AI/Ops-Colqwen3-4B",
|
| 11 |
+
"report_generated_date": "2026-01-27T12:01:31.653851"
|
| 12 |
+
},
|
| 13 |
+
"metrics": {
|
| 14 |
+
"image": {
|
| 15 |
+
"ImageNet-1K": "DIR_N/A",
|
| 16 |
+
"N24News": "DIR_N/A",
|
| 17 |
+
"HatefulMemes": "DIR_N/A",
|
| 18 |
+
"VOC2007": "DIR_N/A",
|
| 19 |
+
"SUN397": "DIR_N/A",
|
| 20 |
+
"Place365": "DIR_N/A",
|
| 21 |
+
"ImageNet-A": "DIR_N/A",
|
| 22 |
+
"ImageNet-R": "DIR_N/A",
|
| 23 |
+
"ObjectNet": "DIR_N/A",
|
| 24 |
+
"Country211": "DIR_N/A",
|
| 25 |
+
"OK-VQA": "DIR_N/A",
|
| 26 |
+
"A-OKVQA": "DIR_N/A",
|
| 27 |
+
"DocVQA": "DIR_N/A",
|
| 28 |
+
"InfographicsVQA": "DIR_N/A",
|
| 29 |
+
"ChartQA": "DIR_N/A",
|
| 30 |
+
"Visual7W": "DIR_N/A",
|
| 31 |
+
"ScienceQA": "DIR_N/A",
|
| 32 |
+
"VizWiz": "DIR_N/A",
|
| 33 |
+
"GQA": "DIR_N/A",
|
| 34 |
+
"TextVQA": "DIR_N/A",
|
| 35 |
+
"VisDial": "DIR_N/A",
|
| 36 |
+
"CIRR": "DIR_N/A",
|
| 37 |
+
"VisualNews_t2i": "DIR_N/A",
|
| 38 |
+
"VisualNews_i2t": "DIR_N/A",
|
| 39 |
+
"MSCOCO_t2i": "DIR_N/A",
|
| 40 |
+
"MSCOCO_i2t": "DIR_N/A",
|
| 41 |
+
"NIGHTS": "DIR_N/A",
|
| 42 |
+
"WebQA": "DIR_N/A",
|
| 43 |
+
"FashionIQ": "DIR_N/A",
|
| 44 |
+
"Wiki-SS-NQ": "DIR_N/A",
|
| 45 |
+
"OVEN": "DIR_N/A",
|
| 46 |
+
"EDIS": "DIR_N/A",
|
| 47 |
+
"MSCOCO": "DIR_N/A",
|
| 48 |
+
"RefCOCO": "DIR_N/A",
|
| 49 |
+
"RefCOCO-Matching": "DIR_N/A",
|
| 50 |
+
"Visual7W-Pointing": "DIR_N/A"
|
| 51 |
+
},
|
| 52 |
+
"video": {
|
| 53 |
+
"K700": "DIR_N/A",
|
| 54 |
+
"SmthSmthV2": "DIR_N/A",
|
| 55 |
+
"HMDB51": "DIR_N/A",
|
| 56 |
+
"UCF101": "DIR_N/A",
|
| 57 |
+
"Breakfast": "DIR_N/A",
|
| 58 |
+
"MVBench": "DIR_N/A",
|
| 59 |
+
"Video-MME": "DIR_N/A",
|
| 60 |
+
"NExTQA": "DIR_N/A",
|
| 61 |
+
"EgoSchema": "DIR_N/A",
|
| 62 |
+
"ActivityNetQA": "DIR_N/A",
|
| 63 |
+
"DiDeMo": "DIR_N/A",
|
| 64 |
+
"MSR-VTT": "DIR_N/A",
|
| 65 |
+
"MSVD": "DIR_N/A",
|
| 66 |
+
"VATEX": "DIR_N/A",
|
| 67 |
+
"YouCook2": "DIR_N/A",
|
| 68 |
+
"QVHighlight": "DIR_N/A",
|
| 69 |
+
"Charades-STA": "DIR_N/A",
|
| 70 |
+
"MomentSeeker": "DIR_N/A"
|
| 71 |
+
},
|
| 72 |
+
"visdoc": {
|
| 73 |
+
"ViDoRe_arxivqa": {
|
| 74 |
+
"hit@1": 0.866,
|
| 75 |
+
"hit@5": 0.952,
|
| 76 |
+
"hit@10": 0.978,
|
| 77 |
+
"ndcg_linear@1": 0.866,
|
| 78 |
+
"ndcg_linear@5": 0.9145748764937103,
|
| 79 |
+
"ndcg_linear@10": 0.9231521877449815,
|
| 80 |
+
"ndcg_exponential@1": 0.866,
|
| 81 |
+
"ndcg_exponential@5": 0.9145748764937103,
|
| 82 |
+
"ndcg_exponential@10": 0.9231521877449815,
|
| 83 |
+
"precision@1": 0.866,
|
| 84 |
+
"precision@5": 0.1904,
|
| 85 |
+
"precision@10": 0.09780000000000001,
|
| 86 |
+
"recall@1": 0.866,
|
| 87 |
+
"recall@5": 0.952,
|
| 88 |
+
"recall@10": 0.978,
|
| 89 |
+
"f1@1": 0.866,
|
| 90 |
+
"f1@5": 0.31733333333333336,
|
| 91 |
+
"f1@10": 0.17781818181818182,
|
| 92 |
+
"map@1": 0.866,
|
| 93 |
+
"map@5": 0.9018666666666667,
|
| 94 |
+
"map@10": 0.9055071428571428,
|
| 95 |
+
"mrr@1": 0.866,
|
| 96 |
+
"mrr@5": 0.9018666666666667,
|
| 97 |
+
"mrr@10": 0.9055071428571428,
|
| 98 |
+
"num_pred": 500,
|
| 99 |
+
"num_data": 500
|
| 100 |
+
},
|
| 101 |
+
"ViDoRe_docvqa": {
|
| 102 |
+
"hit@1": 0.5521064301552107,
|
| 103 |
+
"hit@5": 0.7494456762749445,
|
| 104 |
+
"hit@10": 0.8181818181818182,
|
| 105 |
+
"ndcg_linear@1": 0.5521064301552107,
|
| 106 |
+
"ndcg_linear@5": 0.6534203720411442,
|
| 107 |
+
"ndcg_linear@10": 0.6767513775831137,
|
| 108 |
+
"ndcg_exponential@1": 0.5521064301552107,
|
| 109 |
+
"ndcg_exponential@5": 0.6534203720411442,
|
| 110 |
+
"ndcg_exponential@10": 0.6767513775831137,
|
| 111 |
+
"precision@1": 0.5521064301552107,
|
| 112 |
+
"precision@5": 0.15166297117516628,
|
| 113 |
+
"precision@10": 0.0835920177383592,
|
| 114 |
+
"recall@1": 0.5476718403547672,
|
| 115 |
+
"recall@5": 0.7404656319290467,
|
| 116 |
+
"recall@10": 0.80970066518847,
|
| 117 |
+
"f1@1": 0.5491500369549149,
|
| 118 |
+
"f1@5": 0.250572335364301,
|
| 119 |
+
"f1@10": 0.1507035216569585,
|
| 120 |
+
"map@1": 0.5521064301552107,
|
| 121 |
+
"map@5": 0.6224562700172456,
|
| 122 |
+
"map@10": 0.6326685848027311,
|
| 123 |
+
"mrr@1": 0.5521064301552107,
|
| 124 |
+
"mrr@5": 0.6273466371027345,
|
| 125 |
+
"mrr@10": 0.6372355963819379,
|
| 126 |
+
"num_pred": 451,
|
| 127 |
+
"num_data": 451
|
| 128 |
+
},
|
| 129 |
+
"ViDoRe_infovqa": {
|
| 130 |
+
"hit@1": 0.9068825910931174,
|
| 131 |
+
"hit@5": 0.9736842105263158,
|
| 132 |
+
"hit@10": 0.979757085020243,
|
| 133 |
+
"ndcg_linear@1": 0.9068825910931174,
|
| 134 |
+
"ndcg_linear@5": 0.9426463779531788,
|
| 135 |
+
"ndcg_linear@10": 0.9448095794943207,
|
| 136 |
+
"ndcg_exponential@1": 0.9068825910931174,
|
| 137 |
+
"ndcg_exponential@5": 0.9426463779531788,
|
| 138 |
+
"ndcg_exponential@10": 0.9448095794943207,
|
| 139 |
+
"precision@1": 0.9068825910931174,
|
| 140 |
+
"precision@5": 0.19514170040485831,
|
| 141 |
+
"precision@10": 0.09817813765182186,
|
| 142 |
+
"recall@1": 0.9068825910931174,
|
| 143 |
+
"recall@5": 0.9720647773279352,
|
| 144 |
+
"recall@10": 0.9781376518218623,
|
| 145 |
+
"f1@1": 0.9068825910931174,
|
| 146 |
+
"f1@5": 0.3247734721418932,
|
| 147 |
+
"f1@10": 0.17834621518832047,
|
| 148 |
+
"map@1": 0.9068825910931174,
|
| 149 |
+
"map@5": 0.9325404858299594,
|
| 150 |
+
"map@10": 0.9335526315789474,
|
| 151 |
+
"mrr@1": 0.9068825910931174,
|
| 152 |
+
"mrr@5": 0.9329284750337382,
|
| 153 |
+
"mrr@10": 0.933940620782726,
|
| 154 |
+
"num_pred": 494,
|
| 155 |
+
"num_data": 494
|
| 156 |
+
},
|
| 157 |
+
"ViDoRe_tabfquad": {
|
| 158 |
+
"hit@1": 0.8821428571428571,
|
| 159 |
+
"hit@5": 0.975,
|
| 160 |
+
"hit@10": 0.9928571428571429,
|
| 161 |
+
"ndcg_linear@1": 0.8821428571428571,
|
| 162 |
+
"ndcg_linear@5": 0.9345297445575513,
|
| 163 |
+
"ndcg_linear@10": 0.9402566702427724,
|
| 164 |
+
"ndcg_exponential@1": 0.8821428571428571,
|
| 165 |
+
"ndcg_exponential@5": 0.9345297445575513,
|
| 166 |
+
"ndcg_exponential@10": 0.9402566702427724,
|
| 167 |
+
"precision@1": 0.8821428571428571,
|
| 168 |
+
"precision@5": 0.19499999999999998,
|
| 169 |
+
"precision@10": 0.09928571428571427,
|
| 170 |
+
"recall@1": 0.8821428571428571,
|
| 171 |
+
"recall@5": 0.975,
|
| 172 |
+
"recall@10": 0.9928571428571429,
|
| 173 |
+
"f1@1": 0.8821428571428571,
|
| 174 |
+
"f1@5": 0.3250000000000001,
|
| 175 |
+
"f1@10": 0.18051948051948058,
|
| 176 |
+
"map@1": 0.8821428571428571,
|
| 177 |
+
"map@5": 0.9207738095238095,
|
| 178 |
+
"map@10": 0.9231150793650794,
|
| 179 |
+
"mrr@1": 0.8821428571428571,
|
| 180 |
+
"mrr@5": 0.9207738095238095,
|
| 181 |
+
"mrr@10": 0.9231150793650794,
|
| 182 |
+
"num_pred": 280,
|
| 183 |
+
"num_data": 280
|
| 184 |
+
},
|
| 185 |
+
"ViDoRe_tatdqa": {
|
| 186 |
+
"hit@1": 0.7320777642770352,
|
| 187 |
+
"hit@5": 0.9161603888213852,
|
| 188 |
+
"hit@10": 0.9441069258809235,
|
| 189 |
+
"ndcg_linear@1": 0.7320777642770352,
|
| 190 |
+
"ndcg_linear@5": 0.8324307336729226,
|
| 191 |
+
"ndcg_linear@10": 0.8417261303464951,
|
| 192 |
+
"ndcg_exponential@1": 0.7320777642770352,
|
| 193 |
+
"ndcg_exponential@5": 0.8324307336729226,
|
| 194 |
+
"ndcg_exponential@10": 0.8417261303464951,
|
| 195 |
+
"precision@1": 0.7320777642770352,
|
| 196 |
+
"precision@5": 0.18383961117861483,
|
| 197 |
+
"precision@10": 0.09489671931956258,
|
| 198 |
+
"recall@1": 0.7300121506682867,
|
| 199 |
+
"recall@5": 0.9150668286755772,
|
| 200 |
+
"recall@10": 0.943681652490887,
|
| 201 |
+
"f1@1": 0.7305681357929231,
|
| 202 |
+
"f1@5": 0.30586703697274786,
|
| 203 |
+
"f1@10": 0.17227990721307856,
|
| 204 |
+
"map@1": 0.7320777642770352,
|
| 205 |
+
"map@5": 0.8043236127987038,
|
| 206 |
+
"map@10": 0.8082231576308126,
|
| 207 |
+
"mrr@1": 0.7320777642770352,
|
| 208 |
+
"mrr@5": 0.80530579181855,
|
| 209 |
+
"mrr@10": 0.8091219213485313,
|
| 210 |
+
"num_pred": 1646,
|
| 211 |
+
"num_data": 1646
|
| 212 |
+
},
|
| 213 |
+
"ViDoRe_shiftproject": {
|
| 214 |
+
"hit@1": 0.84,
|
| 215 |
+
"hit@5": 0.98,
|
| 216 |
+
"hit@10": 0.99,
|
| 217 |
+
"ndcg_linear@1": 0.84,
|
| 218 |
+
"ndcg_linear@5": 0.9142063725204461,
|
| 219 |
+
"ndcg_linear@10": 0.9177684443915263,
|
| 220 |
+
"ndcg_exponential@1": 0.84,
|
| 221 |
+
"ndcg_exponential@5": 0.9142063725204461,
|
| 222 |
+
"ndcg_exponential@10": 0.9177684443915263,
|
| 223 |
+
"precision@1": 0.84,
|
| 224 |
+
"precision@5": 0.19599999999999995,
|
| 225 |
+
"precision@10": 0.09899999999999999,
|
| 226 |
+
"recall@1": 0.84,
|
| 227 |
+
"recall@5": 0.98,
|
| 228 |
+
"recall@10": 0.99,
|
| 229 |
+
"f1@1": 0.84,
|
| 230 |
+
"f1@5": 0.32666666666666677,
|
| 231 |
+
"f1@10": 0.18000000000000008,
|
| 232 |
+
"map@1": 0.84,
|
| 233 |
+
"map@5": 0.8923333333333333,
|
| 234 |
+
"map@10": 0.894,
|
| 235 |
+
"mrr@1": 0.84,
|
| 236 |
+
"mrr@5": 0.8923333333333333,
|
| 237 |
+
"mrr@10": 0.894,
|
| 238 |
+
"num_pred": 100,
|
| 239 |
+
"num_data": 100
|
| 240 |
+
},
|
| 241 |
+
"ViDoRe_syntheticDocQA_artificial_intelligence": {
|
| 242 |
+
"hit@1": 0.99,
|
| 243 |
+
"hit@5": 1.0,
|
| 244 |
+
"hit@10": 1.0,
|
| 245 |
+
"ndcg_linear@1": 0.99,
|
| 246 |
+
"ndcg_linear@5": 0.9963092975357145,
|
| 247 |
+
"ndcg_linear@10": 0.9963092975357145,
|
| 248 |
+
"ndcg_exponential@1": 0.99,
|
| 249 |
+
"ndcg_exponential@5": 0.9963092975357145,
|
| 250 |
+
"ndcg_exponential@10": 0.9963092975357145,
|
| 251 |
+
"precision@1": 0.99,
|
| 252 |
+
"precision@5": 0.19999999999999996,
|
| 253 |
+
"precision@10": 0.09999999999999998,
|
| 254 |
+
"recall@1": 0.99,
|
| 255 |
+
"recall@5": 1.0,
|
| 256 |
+
"recall@10": 1.0,
|
| 257 |
+
"f1@1": 0.99,
|
| 258 |
+
"f1@5": 0.3333333333333335,
|
| 259 |
+
"f1@10": 0.1818181818181819,
|
| 260 |
+
"map@1": 0.99,
|
| 261 |
+
"map@5": 0.995,
|
| 262 |
+
"map@10": 0.995,
|
| 263 |
+
"mrr@1": 0.99,
|
| 264 |
+
"mrr@5": 0.995,
|
| 265 |
+
"mrr@10": 0.995,
|
| 266 |
+
"num_pred": 100,
|
| 267 |
+
"num_data": 100
|
| 268 |
+
},
|
| 269 |
+
"ViDoRe_syntheticDocQA_energy": {
|
| 270 |
+
"hit@1": 0.95,
|
| 271 |
+
"hit@5": 0.98,
|
| 272 |
+
"hit@10": 0.98,
|
| 273 |
+
"ndcg_linear@1": 0.95,
|
| 274 |
+
"ndcg_linear@5": 0.9663092975357145,
|
| 275 |
+
"ndcg_linear@10": 0.9663092975357145,
|
| 276 |
+
"ndcg_exponential@1": 0.95,
|
| 277 |
+
"ndcg_exponential@5": 0.9663092975357145,
|
| 278 |
+
"ndcg_exponential@10": 0.9663092975357145,
|
| 279 |
+
"precision@1": 0.95,
|
| 280 |
+
"precision@5": 0.19599999999999995,
|
| 281 |
+
"precision@10": 0.09799999999999998,
|
| 282 |
+
"recall@1": 0.95,
|
| 283 |
+
"recall@5": 0.98,
|
| 284 |
+
"recall@10": 0.98,
|
| 285 |
+
"f1@1": 0.95,
|
| 286 |
+
"f1@5": 0.32666666666666677,
|
| 287 |
+
"f1@10": 0.17818181818181827,
|
| 288 |
+
"map@1": 0.95,
|
| 289 |
+
"map@5": 0.9616666666666666,
|
| 290 |
+
"map@10": 0.9616666666666666,
|
| 291 |
+
"mrr@1": 0.95,
|
| 292 |
+
"mrr@5": 0.9616666666666666,
|
| 293 |
+
"mrr@10": 0.9616666666666666,
|
| 294 |
+
"num_pred": 100,
|
| 295 |
+
"num_data": 100
|
| 296 |
+
},
|
| 297 |
+
"ViDoRe_syntheticDocQA_government_reports": {
|
| 298 |
+
"hit@1": 0.95,
|
| 299 |
+
"hit@5": 1.0,
|
| 300 |
+
"hit@10": 1.0,
|
| 301 |
+
"ndcg_linear@1": 0.95,
|
| 302 |
+
"ndcg_linear@5": 0.9802371901428583,
|
| 303 |
+
"ndcg_linear@10": 0.9802371901428583,
|
| 304 |
+
"ndcg_exponential@1": 0.95,
|
| 305 |
+
"ndcg_exponential@5": 0.9802371901428583,
|
| 306 |
+
"ndcg_exponential@10": 0.9802371901428583,
|
| 307 |
+
"precision@1": 0.95,
|
| 308 |
+
"precision@5": 0.19999999999999996,
|
| 309 |
+
"precision@10": 0.09999999999999998,
|
| 310 |
+
"recall@1": 0.95,
|
| 311 |
+
"recall@5": 1.0,
|
| 312 |
+
"recall@10": 1.0,
|
| 313 |
+
"f1@1": 0.95,
|
| 314 |
+
"f1@5": 0.3333333333333335,
|
| 315 |
+
"f1@10": 0.1818181818181819,
|
| 316 |
+
"map@1": 0.95,
|
| 317 |
+
"map@5": 0.9733333333333334,
|
| 318 |
+
"map@10": 0.9733333333333334,
|
| 319 |
+
"mrr@1": 0.95,
|
| 320 |
+
"mrr@5": 0.9733333333333334,
|
| 321 |
+
"mrr@10": 0.9733333333333334,
|
| 322 |
+
"num_pred": 100,
|
| 323 |
+
"num_data": 100
|
| 324 |
+
},
|
| 325 |
+
"ViDoRe_syntheticDocQA_healthcare_industry": {
|
| 326 |
+
"hit@1": 0.99,
|
| 327 |
+
"hit@5": 1.0,
|
| 328 |
+
"hit@10": 1.0,
|
| 329 |
+
"ndcg_linear@1": 0.99,
|
| 330 |
+
"ndcg_linear@5": 0.9963092975357145,
|
| 331 |
+
"ndcg_linear@10": 0.9963092975357145,
|
| 332 |
+
"ndcg_exponential@1": 0.99,
|
| 333 |
+
"ndcg_exponential@5": 0.9963092975357145,
|
| 334 |
+
"ndcg_exponential@10": 0.9963092975357145,
|
| 335 |
+
"precision@1": 0.99,
|
| 336 |
+
"precision@5": 0.19999999999999996,
|
| 337 |
+
"precision@10": 0.09999999999999998,
|
| 338 |
+
"recall@1": 0.99,
|
| 339 |
+
"recall@5": 1.0,
|
| 340 |
+
"recall@10": 1.0,
|
| 341 |
+
"f1@1": 0.99,
|
| 342 |
+
"f1@5": 0.3333333333333335,
|
| 343 |
+
"f1@10": 0.1818181818181819,
|
| 344 |
+
"map@1": 0.99,
|
| 345 |
+
"map@5": 0.995,
|
| 346 |
+
"map@10": 0.995,
|
| 347 |
+
"mrr@1": 0.99,
|
| 348 |
+
"mrr@5": 0.995,
|
| 349 |
+
"mrr@10": 0.995,
|
| 350 |
+
"num_pred": 100,
|
| 351 |
+
"num_data": 100
|
| 352 |
+
},
|
| 353 |
+
"ViDoRe_esg_reports_human_labeled_v2": {
|
| 354 |
+
"hit@1": 0.7884615384615384,
|
| 355 |
+
"hit@5": 0.9615384615384616,
|
| 356 |
+
"hit@10": 0.9807692307692307,
|
| 357 |
+
"ndcg_linear@1": 0.7756410256410255,
|
| 358 |
+
"ndcg_linear@5": 0.7821765291301399,
|
| 359 |
+
"ndcg_linear@10": 0.8098908017417565,
|
| 360 |
+
"ndcg_exponential@1": 0.7719780219780219,
|
| 361 |
+
"ndcg_exponential@5": 0.7795766385256583,
|
| 362 |
+
"ndcg_exponential@10": 0.8076048089560893,
|
| 363 |
+
"precision@1": 0.7884615384615384,
|
| 364 |
+
"precision@5": 0.3038461538461539,
|
| 365 |
+
"precision@10": 0.18076923076923074,
|
| 366 |
+
"recall@1": 0.5355769230769231,
|
| 367 |
+
"recall@5": 0.8176365301365299,
|
| 368 |
+
"recall@10": 0.8828463203463203,
|
| 369 |
+
"f1@1": 0.5937094956325726,
|
| 370 |
+
"f1@5": 0.3994295328854153,
|
| 371 |
+
"f1@10": 0.27492087475119154,
|
| 372 |
+
"map@1": 0.7884615384615384,
|
| 373 |
+
"map@5": 0.7257211538461539,
|
| 374 |
+
"map@10": 0.7493162393162394,
|
| 375 |
+
"mrr@1": 0.7884615384615384,
|
| 376 |
+
"mrr@5": 0.8557692307692307,
|
| 377 |
+
"mrr@10": 0.8581730769230769,
|
| 378 |
+
"num_pred": 52,
|
| 379 |
+
"num_data": 52
|
| 380 |
+
},
|
| 381 |
+
"ViDoRe_biomedical_lectures_v2_multilingual": {
|
| 382 |
+
"hit@1": 0.6296875,
|
| 383 |
+
"hit@5": 0.8859375,
|
| 384 |
+
"hit@10": 0.94375,
|
| 385 |
+
"ndcg_linear@1": 0.6296875,
|
| 386 |
+
"ndcg_linear@5": 0.6550022572712082,
|
| 387 |
+
"ndcg_linear@10": 0.6907627146125603,
|
| 388 |
+
"ndcg_exponential@1": 0.6296875,
|
| 389 |
+
"ndcg_exponential@5": 0.6550022572712082,
|
| 390 |
+
"ndcg_exponential@10": 0.6907627146125604,
|
| 391 |
+
"precision@1": 0.6296875,
|
| 392 |
+
"precision@5": 0.296875,
|
| 393 |
+
"precision@10": 0.19265625000000003,
|
| 394 |
+
"recall@1": 0.38801374100776675,
|
| 395 |
+
"recall@5": 0.6733672785336704,
|
| 396 |
+
"recall@10": 0.779180429077979,
|
| 397 |
+
"f1@1": 0.44136273448773444,
|
| 398 |
+
"f1@5": 0.36466465932964093,
|
| 399 |
+
"f1@10": 0.27754155872722047,
|
| 400 |
+
"map@1": 0.6296875,
|
| 401 |
+
"map@5": 0.5850798611111111,
|
| 402 |
+
"map@10": 0.6047313397581255,
|
| 403 |
+
"mrr@1": 0.6296875,
|
| 404 |
+
"mrr@5": 0.73328125,
|
| 405 |
+
"mrr@10": 0.7413349454365079,
|
| 406 |
+
"num_pred": 640,
|
| 407 |
+
"num_data": 640
|
| 408 |
+
},
|
| 409 |
+
"ViDoRe_economics_reports_v2_multilingual": {
|
| 410 |
+
"hit@1": 0.7198275862068966,
|
| 411 |
+
"hit@5": 0.9310344827586207,
|
| 412 |
+
"hit@10": 0.9568965517241379,
|
| 413 |
+
"ndcg_linear@1": 0.7198275862068966,
|
| 414 |
+
"ndcg_linear@5": 0.6487997768110398,
|
| 415 |
+
"ndcg_linear@10": 0.6199148378333671,
|
| 416 |
+
"ndcg_exponential@1": 0.7198275862068966,
|
| 417 |
+
"ndcg_exponential@5": 0.6487997768110397,
|
| 418 |
+
"ndcg_exponential@10": 0.6199148378333671,
|
| 419 |
+
"precision@1": 0.7198275862068966,
|
| 420 |
+
"precision@5": 0.5577586206896552,
|
| 421 |
+
"precision@10": 0.4396551724137931,
|
| 422 |
+
"recall@1": 0.1175158492053741,
|
| 423 |
+
"recall@5": 0.34499334712983204,
|
| 424 |
+
"recall@10": 0.4713376495615997,
|
| 425 |
+
"f1@1": 0.16912199032660552,
|
| 426 |
+
"f1@5": 0.34748931751809503,
|
| 427 |
+
"f1@10": 0.37366513555208447,
|
| 428 |
+
"map@1": 0.7198275862068966,
|
| 429 |
+
"map@5": 0.5538146551724137,
|
| 430 |
+
"map@10": 0.4882388721372968,
|
| 431 |
+
"mrr@1": 0.7198275862068966,
|
| 432 |
+
"mrr@5": 0.8132183908045977,
|
| 433 |
+
"mrr@10": 0.8165999589490969,
|
| 434 |
+
"num_pred": 232,
|
| 435 |
+
"num_data": 232
|
| 436 |
+
},
|
| 437 |
+
"ViDoRe_esg_reports_v2_multilingual": {
|
| 438 |
+
"hit@1": 0.6710526315789473,
|
| 439 |
+
"hit@5": 0.9078947368421053,
|
| 440 |
+
"hit@10": 0.956140350877193,
|
| 441 |
+
"ndcg_linear@1": 0.6710526315789473,
|
| 442 |
+
"ndcg_linear@5": 0.6602494559766887,
|
| 443 |
+
"ndcg_linear@10": 0.7008443382411148,
|
| 444 |
+
"ndcg_exponential@1": 0.6710526315789473,
|
| 445 |
+
"ndcg_exponential@5": 0.6602494559766887,
|
| 446 |
+
"ndcg_exponential@10": 0.7008443382411148,
|
| 447 |
+
"precision@1": 0.6710526315789473,
|
| 448 |
+
"precision@5": 0.32543859649122814,
|
| 449 |
+
"precision@10": 0.22105263157894744,
|
| 450 |
+
"recall@1": 0.35238095238095235,
|
| 451 |
+
"recall@5": 0.6709586466165414,
|
| 452 |
+
"recall@10": 0.7963815789473684,
|
| 453 |
+
"f1@1": 0.4169163689036648,
|
| 454 |
+
"f1@5": 0.3771712661164994,
|
| 455 |
+
"f1@10": 0.29890415722968267,
|
| 456 |
+
"map@1": 0.6710526315789473,
|
| 457 |
+
"map@5": 0.5728923001949318,
|
| 458 |
+
"map@10": 0.5958194096351991,
|
| 459 |
+
"mrr@1": 0.6710526315789473,
|
| 460 |
+
"mrr@5": 0.7615497076023392,
|
| 461 |
+
"mrr@10": 0.7688248398774714,
|
| 462 |
+
"num_pred": 228,
|
| 463 |
+
"num_data": 228
|
| 464 |
+
},
|
| 465 |
+
"VisRAG_ArxivQA": {
|
| 466 |
+
"hit@1": 0.866421568627451,
|
| 467 |
+
"hit@5": 0.9338235294117647,
|
| 468 |
+
"hit@10": 0.9497549019607843,
|
| 469 |
+
"ndcg_linear@1": 0.866421568627451,
|
| 470 |
+
"ndcg_linear@5": 0.9037425651005374,
|
| 471 |
+
"ndcg_linear@10": 0.9090117525163849,
|
| 472 |
+
"ndcg_exponential@1": 0.866421568627451,
|
| 473 |
+
"ndcg_exponential@5": 0.9037425651005374,
|
| 474 |
+
"ndcg_exponential@10": 0.9090117525163849,
|
| 475 |
+
"precision@1": 0.866421568627451,
|
| 476 |
+
"precision@5": 0.18676470588235292,
|
| 477 |
+
"precision@10": 0.09497549019607843,
|
| 478 |
+
"recall@1": 0.866421568627451,
|
| 479 |
+
"recall@5": 0.9338235294117647,
|
| 480 |
+
"recall@10": 0.9497549019607843,
|
| 481 |
+
"f1@1": 0.866421568627451,
|
| 482 |
+
"f1@5": 0.31127450980392163,
|
| 483 |
+
"f1@10": 0.17268270944741532,
|
| 484 |
+
"map@1": 0.866421568627451,
|
| 485 |
+
"map@5": 0.8935866013071896,
|
| 486 |
+
"map@10": 0.8958294428882665,
|
| 487 |
+
"mrr@1": 0.866421568627451,
|
| 488 |
+
"mrr@5": 0.8935866013071896,
|
| 489 |
+
"mrr@10": 0.8958294428882665,
|
| 490 |
+
"num_pred": 816,
|
| 491 |
+
"num_data": 816
|
| 492 |
+
},
|
| 493 |
+
"VisRAG_ChartQA": {
|
| 494 |
+
"hit@1": 0.7936507936507936,
|
| 495 |
+
"hit@5": 0.9523809523809523,
|
| 496 |
+
"hit@10": 0.9523809523809523,
|
| 497 |
+
"ndcg_linear@1": 0.7936507936507936,
|
| 498 |
+
"ndcg_linear@5": 0.8765140326435961,
|
| 499 |
+
"ndcg_linear@10": 0.8765140326435961,
|
| 500 |
+
"ndcg_exponential@1": 0.7936507936507936,
|
| 501 |
+
"ndcg_exponential@5": 0.8765140326435961,
|
| 502 |
+
"ndcg_exponential@10": 0.8765140326435961,
|
| 503 |
+
"precision@1": 0.7936507936507936,
|
| 504 |
+
"precision@5": 0.19047619047619035,
|
| 505 |
+
"precision@10": 0.09523809523809518,
|
| 506 |
+
"recall@1": 0.7936507936507936,
|
| 507 |
+
"recall@5": 0.9523809523809523,
|
| 508 |
+
"recall@10": 0.9523809523809523,
|
| 509 |
+
"f1@1": 0.7936507936507936,
|
| 510 |
+
"f1@5": 0.3174603174603174,
|
| 511 |
+
"f1@10": 0.17316017316017318,
|
| 512 |
+
"map@1": 0.7936507936507936,
|
| 513 |
+
"map@5": 0.8515873015873017,
|
| 514 |
+
"map@10": 0.8515873015873017,
|
| 515 |
+
"mrr@1": 0.7936507936507936,
|
| 516 |
+
"mrr@5": 0.8515873015873017,
|
| 517 |
+
"mrr@10": 0.8515873015873017,
|
| 518 |
+
"num_pred": 63,
|
| 519 |
+
"num_data": 63
|
| 520 |
+
},
|
| 521 |
+
"VisRAG_MP-DocVQA": {
|
| 522 |
+
"hit@1": 0.9052453468697124,
|
| 523 |
+
"hit@5": 0.9898477157360406,
|
| 524 |
+
"hit@10": 0.9949238578680203,
|
| 525 |
+
"ndcg_linear@1": 0.9052453468697124,
|
| 526 |
+
"ndcg_linear@5": 0.9518849977335224,
|
| 527 |
+
"ndcg_linear@10": 0.9536544523994266,
|
| 528 |
+
"ndcg_exponential@1": 0.9052453468697124,
|
| 529 |
+
"ndcg_exponential@5": 0.9518849977335224,
|
| 530 |
+
"ndcg_exponential@10": 0.9536544523994266,
|
| 531 |
+
"precision@1": 0.9052453468697124,
|
| 532 |
+
"precision@5": 0.1979695431472081,
|
| 533 |
+
"precision@10": 0.09949238578680202,
|
| 534 |
+
"recall@1": 0.9052453468697124,
|
| 535 |
+
"recall@5": 0.9898477157360406,
|
| 536 |
+
"recall@10": 0.9949238578680203,
|
| 537 |
+
"f1@1": 0.9052453468697124,
|
| 538 |
+
"f1@5": 0.32994923857868025,
|
| 539 |
+
"f1@10": 0.18089524688509465,
|
| 540 |
+
"map@1": 0.9052453468697124,
|
| 541 |
+
"map@5": 0.9391144952058658,
|
| 542 |
+
"map@10": 0.9399202320522118,
|
| 543 |
+
"mrr@1": 0.9052453468697124,
|
| 544 |
+
"mrr@5": 0.9391144952058658,
|
| 545 |
+
"mrr@10": 0.9399202320522118,
|
| 546 |
+
"num_pred": 591,
|
| 547 |
+
"num_data": 591
|
| 548 |
+
},
|
| 549 |
+
"VisRAG_SlideVQA": {
|
| 550 |
+
"hit@1": 0.9676258992805755,
|
| 551 |
+
"hit@5": 0.9946043165467626,
|
| 552 |
+
"hit@10": 0.9946043165467626,
|
| 553 |
+
"ndcg_linear@1": 0.9676258992805755,
|
| 554 |
+
"ndcg_linear@5": 0.974154518563724,
|
| 555 |
+
"ndcg_linear@10": 0.9755909031989756,
|
| 556 |
+
"ndcg_exponential@1": 0.9676258992805755,
|
| 557 |
+
"ndcg_exponential@5": 0.974154518563724,
|
| 558 |
+
"ndcg_exponential@10": 0.9755909031989756,
|
| 559 |
+
"precision@1": 0.9676258992805755,
|
| 560 |
+
"precision@5": 0.24784172661870504,
|
| 561 |
+
"precision@10": 0.12464028776978417,
|
| 562 |
+
"recall@1": 0.8399280575539568,
|
| 563 |
+
"recall@5": 0.9865107913669064,
|
| 564 |
+
"recall@10": 0.9901079136690647,
|
| 565 |
+
"f1@1": 0.882494004796163,
|
| 566 |
+
"f1@5": 0.3890030832476877,
|
| 567 |
+
"f1@10": 0.21885219097449315,
|
| 568 |
+
"map@1": 0.9676258992805755,
|
| 569 |
+
"map@5": 0.9641486810551557,
|
| 570 |
+
"map@10": 0.9651278976818545,
|
| 571 |
+
"mrr@1": 0.9676258992805755,
|
| 572 |
+
"mrr@5": 0.9811151079136691,
|
| 573 |
+
"mrr@10": 0.9811151079136691,
|
| 574 |
+
"num_pred": 556,
|
| 575 |
+
"num_data": 556
|
| 576 |
+
},
|
| 577 |
+
"VisRAG_InfoVQA": {
|
| 578 |
+
"hit@1": 0.9317548746518106,
|
| 579 |
+
"hit@5": 0.9930362116991643,
|
| 580 |
+
"hit@10": 0.9972144846796658,
|
| 581 |
+
"ndcg_linear@1": 0.9317548746518106,
|
| 582 |
+
"ndcg_linear@5": 0.9670426977050538,
|
| 583 |
+
"ndcg_linear@10": 0.9684541801143575,
|
| 584 |
+
"ndcg_exponential@1": 0.9317548746518106,
|
| 585 |
+
"ndcg_exponential@5": 0.9670426977050538,
|
| 586 |
+
"ndcg_exponential@10": 0.9684541801143575,
|
| 587 |
+
"precision@1": 0.9317548746518106,
|
| 588 |
+
"precision@5": 0.19860724233983282,
|
| 589 |
+
"precision@10": 0.09972144846796657,
|
| 590 |
+
"recall@1": 0.9317548746518106,
|
| 591 |
+
"recall@5": 0.9930362116991643,
|
| 592 |
+
"recall@10": 0.9972144846796658,
|
| 593 |
+
"f1@1": 0.9317548746518106,
|
| 594 |
+
"f1@5": 0.3310120705663882,
|
| 595 |
+
"f1@10": 0.18131172448721203,
|
| 596 |
+
"map@1": 0.9317548746518106,
|
| 597 |
+
"map@5": 0.9581708449396471,
|
| 598 |
+
"map@10": 0.9587898483441658,
|
| 599 |
+
"mrr@1": 0.9317548746518106,
|
| 600 |
+
"mrr@5": 0.9581708449396471,
|
| 601 |
+
"mrr@10": 0.9587898483441658,
|
| 602 |
+
"num_pred": 718,
|
| 603 |
+
"num_data": 718
|
| 604 |
+
},
|
| 605 |
+
"VisRAG_PlotQA": {
|
| 606 |
+
"hit@1": 0.6442641946697567,
|
| 607 |
+
"hit@5": 0.8713789107763615,
|
| 608 |
+
"hit@10": 0.9304750869061413,
|
| 609 |
+
"ndcg_linear@1": 0.6442641946697567,
|
| 610 |
+
"ndcg_linear@5": 0.7628403953817197,
|
| 611 |
+
"ndcg_linear@10": 0.7826628633456347,
|
| 612 |
+
"ndcg_exponential@1": 0.6442641946697567,
|
| 613 |
+
"ndcg_exponential@5": 0.7628403953817197,
|
| 614 |
+
"ndcg_exponential@10": 0.7826628633456347,
|
| 615 |
+
"precision@1": 0.6442641946697567,
|
| 616 |
+
"precision@5": 0.17427578215527229,
|
| 617 |
+
"precision@10": 0.09304750869061415,
|
| 618 |
+
"recall@1": 0.6442641946697567,
|
| 619 |
+
"recall@5": 0.8713789107763615,
|
| 620 |
+
"recall@10": 0.9304750869061413,
|
| 621 |
+
"f1@1": 0.6442641946697567,
|
| 622 |
+
"f1@5": 0.29045963692545396,
|
| 623 |
+
"f1@10": 0.16917728852838937,
|
| 624 |
+
"map@1": 0.6442641946697567,
|
| 625 |
+
"map@5": 0.7268829663962919,
|
| 626 |
+
"map@10": 0.7354788574371425,
|
| 627 |
+
"mrr@1": 0.6442641946697567,
|
| 628 |
+
"mrr@5": 0.7268829663962919,
|
| 629 |
+
"mrr@10": 0.7354788574371425,
|
| 630 |
+
"num_pred": 863,
|
| 631 |
+
"num_data": 863
|
| 632 |
+
},
|
| 633 |
+
"ViDoSeek-page": {
|
| 634 |
+
"hit@1": 0.7845884413309983,
|
| 635 |
+
"hit@5": 0.9597197898423818,
|
| 636 |
+
"hit@10": 0.9833625218914186,
|
| 637 |
+
"ndcg_linear@1": 0.7845884413309983,
|
| 638 |
+
"ndcg_linear@5": 0.8853734773671282,
|
| 639 |
+
"ndcg_linear@10": 0.8930642576721867,
|
| 640 |
+
"ndcg_exponential@1": 0.7845884413309983,
|
| 641 |
+
"ndcg_exponential@5": 0.8853734773671282,
|
| 642 |
+
"ndcg_exponential@10": 0.8930642576721868,
|
| 643 |
+
"precision@1": 0.7845884413309983,
|
| 644 |
+
"precision@5": 0.19194395796847633,
|
| 645 |
+
"precision@10": 0.09833625218914184,
|
| 646 |
+
"recall@1": 0.7845884413309983,
|
| 647 |
+
"recall@5": 0.9597197898423818,
|
| 648 |
+
"recall@10": 0.9833625218914186,
|
| 649 |
+
"f1@1": 0.7845884413309983,
|
| 650 |
+
"f1@5": 0.31990659661412735,
|
| 651 |
+
"f1@10": 0.17879318579843978,
|
| 652 |
+
"map@1": 0.7845884413309983,
|
| 653 |
+
"map@5": 0.8599532983070636,
|
| 654 |
+
"map@10": 0.863156047591249,
|
| 655 |
+
"mrr@1": 0.7845884413309983,
|
| 656 |
+
"mrr@5": 0.8599532983070636,
|
| 657 |
+
"mrr@10": 0.863156047591249,
|
| 658 |
+
"num_pred": 1142,
|
| 659 |
+
"num_data": 1142
|
| 660 |
+
},
|
| 661 |
+
"ViDoSeek-doc": {
|
| 662 |
+
"hit@1": 0.9982486865148862,
|
| 663 |
+
"hit@5": 0.999124343257443,
|
| 664 |
+
"hit@10": 0.999124343257443,
|
| 665 |
+
"ndcg_linear@1": 0.6800934033858727,
|
| 666 |
+
"ndcg_linear@5": 0.8247565238500923,
|
| 667 |
+
"ndcg_linear@10": 0.8119063562085326,
|
| 668 |
+
"ndcg_exponential@1": 0.4528396297222917,
|
| 669 |
+
"ndcg_exponential@5": 0.7067904167350108,
|
| 670 |
+
"ndcg_exponential@10": 0.7376753759259562,
|
| 671 |
+
"precision@1": 0.9982486865148862,
|
| 672 |
+
"precision@5": 0.9066549912434326,
|
| 673 |
+
"precision@10": 0.8251313485113835,
|
| 674 |
+
"recall@1": 0.0588407164599989,
|
| 675 |
+
"recall@5": 0.26603163253090945,
|
| 676 |
+
"recall@10": 0.4749841903151041,
|
| 677 |
+
"f1@1": 0.11037988607091055,
|
| 678 |
+
"f1@5": 0.4031720389942601,
|
| 679 |
+
"f1@10": 0.5896266564950184,
|
| 680 |
+
"map@1": 0.9982486865148862,
|
| 681 |
+
"map@5": 0.8998686514886165,
|
| 682 |
+
"map@10": 0.8143021877298626,
|
| 683 |
+
"mrr@1": 0.9982486865148862,
|
| 684 |
+
"mrr@5": 0.9986865148861647,
|
| 685 |
+
"mrr@10": 0.9986865148861647,
|
| 686 |
+
"num_pred": 1142,
|
| 687 |
+
"num_data": 1142
|
| 688 |
+
},
|
| 689 |
+
"MMLongBench-page": {
|
| 690 |
+
"hit@1": 0.545346062052506,
|
| 691 |
+
"hit@5": 0.7434367541766109,
|
| 692 |
+
"hit@10": 0.7780429594272077,
|
| 693 |
+
"ndcg_linear@1": 0.545346062052506,
|
| 694 |
+
"ndcg_linear@5": 0.606818389859712,
|
| 695 |
+
"ndcg_linear@10": 0.626504071927233,
|
| 696 |
+
"ndcg_exponential@1": 0.545346062052506,
|
| 697 |
+
"ndcg_exponential@5": 0.606818389859712,
|
| 698 |
+
"ndcg_exponential@10": 0.626504071927233,
|
| 699 |
+
"precision@1": 0.545346062052506,
|
| 700 |
+
"precision@5": 0.1926014319809069,
|
| 701 |
+
"precision@10": 0.11002386634844871,
|
| 702 |
+
"recall@1": 0.42788669166950793,
|
| 703 |
+
"recall@5": 0.6640067271630518,
|
| 704 |
+
"recall@10": 0.7155005959301901,
|
| 705 |
+
"f1@1": 0.46279021959212885,
|
| 706 |
+
"f1@5": 0.28497375695887567,
|
| 707 |
+
"f1@10": 0.18250839309575242,
|
| 708 |
+
"map@1": 0.545346062052506,
|
| 709 |
+
"map@5": 0.5642372712808273,
|
| 710 |
+
"map@10": 0.5758450252283358,
|
| 711 |
+
"mrr@1": 0.545346062052506,
|
| 712 |
+
"mrr@5": 0.6265513126491646,
|
| 713 |
+
"mrr@10": 0.6309571163389778,
|
| 714 |
+
"num_pred": 838,
|
| 715 |
+
"num_data": 838
|
| 716 |
+
},
|
| 717 |
+
"MMLongBench-doc": {
|
| 718 |
+
"hit@1": 0.7684964200477327,
|
| 719 |
+
"hit@5": 0.847255369928401,
|
| 720 |
+
"hit@10": 0.8747016706443914,
|
| 721 |
+
"ndcg_linear@1": 0.5393794749403341,
|
| 722 |
+
"ndcg_linear@5": 0.5579479197552734,
|
| 723 |
+
"ndcg_linear@10": 0.5296446088476587,
|
| 724 |
+
"ndcg_exponential@1": 0.3757245141493351,
|
| 725 |
+
"ndcg_exponential@5": 0.46842956659839424,
|
| 726 |
+
"ndcg_exponential@10": 0.47276450548685434,
|
| 727 |
+
"precision@1": 0.7684964200477327,
|
| 728 |
+
"precision@5": 0.6107398568019093,
|
| 729 |
+
"precision@10": 0.5310262529832935,
|
| 730 |
+
"recall@1": 0.024966325593729324,
|
| 731 |
+
"recall@5": 0.09851696659211524,
|
| 732 |
+
"recall@10": 0.16559295908176083,
|
| 733 |
+
"f1@1": 0.04787682819944184,
|
| 734 |
+
"f1@5": 0.16290531738539077,
|
| 735 |
+
"f1@10": 0.2368201773386061,
|
| 736 |
+
"map@1": 0.7684964200477327,
|
| 737 |
+
"map@5": 0.5850119331742243,
|
| 738 |
+
"map@10": 0.4892386129736964,
|
| 739 |
+
"mrr@1": 0.7684964200477327,
|
| 740 |
+
"mrr@5": 0.799920445505171,
|
| 741 |
+
"mrr@10": 0.8035231276281396,
|
| 742 |
+
"num_pred": 838,
|
| 743 |
+
"num_data": 838
|
| 744 |
+
}
|
| 745 |
+
}
|
| 746 |
+
}
|
| 747 |
+
}
|