Spaces:
Running
Running
Upload RGE MMEB-V1 scores. (paper link: https://arxiv.org/abs/2511.16150)
#130
by lcxrocks - opened
- scores/RGE(Qwen2.5VL-3B).json +243 -0
- scores/RGE(Qwen2.5VL-7B).json +243 -0
- scores/RGE(Qwen2VL-2B).json +243 -0
- scores/RGE(Qwen2VL-7B).json +243 -0
scores/RGE(Qwen2.5VL-3B).json
ADDED
|
@@ -0,0 +1,243 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"metadata": {
|
| 3 |
+
"model_name": "RGE(Qwen2.5VL-3B)",
|
| 4 |
+
"model_backbone": "Qwen2.5VL",
|
| 5 |
+
"model_size": "3B parameters",
|
| 6 |
+
"embedding_dimension": null,
|
| 7 |
+
"max_length_tokens": null,
|
| 8 |
+
"model_release_date": "2025-11-20",
|
| 9 |
+
"data_source": "Self-Reported",
|
| 10 |
+
"url": "https://huggingface.co/MCG-NJU/RGE",
|
| 11 |
+
"report_generated_date": "2026-05-11T15:49:30.024670"
|
| 12 |
+
},
|
| 13 |
+
"metrics": {
|
| 14 |
+
"image": {
|
| 15 |
+
"ImageNet-1K": {
|
| 16 |
+
"hit@1": 0.809,
|
| 17 |
+
"num_correct": 809,
|
| 18 |
+
"num_pred": 1000
|
| 19 |
+
},
|
| 20 |
+
"N24News": {
|
| 21 |
+
"hit@1": 0.805,
|
| 22 |
+
"num_correct": 805,
|
| 23 |
+
"num_pred": 1000
|
| 24 |
+
},
|
| 25 |
+
"HatefulMemes": {
|
| 26 |
+
"hit@1": 0.764,
|
| 27 |
+
"num_correct": 764,
|
| 28 |
+
"num_pred": 1000
|
| 29 |
+
},
|
| 30 |
+
"VOC2007": {
|
| 31 |
+
"hit@1": 0.878,
|
| 32 |
+
"num_correct": 878,
|
| 33 |
+
"num_pred": 1000
|
| 34 |
+
},
|
| 35 |
+
"SUN397": {
|
| 36 |
+
"hit@1": 0.769,
|
| 37 |
+
"num_correct": 769,
|
| 38 |
+
"num_pred": 1000
|
| 39 |
+
},
|
| 40 |
+
"Place365": {
|
| 41 |
+
"hit@1": 0.452,
|
| 42 |
+
"num_correct": 452,
|
| 43 |
+
"num_pred": 1000
|
| 44 |
+
},
|
| 45 |
+
"ImageNet-A": {
|
| 46 |
+
"hit@1": 0.359,
|
| 47 |
+
"num_correct": 359,
|
| 48 |
+
"num_pred": 1000
|
| 49 |
+
},
|
| 50 |
+
"ImageNet-R": {
|
| 51 |
+
"hit@1": 0.79,
|
| 52 |
+
"num_correct": 790,
|
| 53 |
+
"num_pred": 1000
|
| 54 |
+
},
|
| 55 |
+
"ObjectNet": {
|
| 56 |
+
"hit@1": 0.596,
|
| 57 |
+
"num_correct": 596,
|
| 58 |
+
"num_pred": 1000
|
| 59 |
+
},
|
| 60 |
+
"Country211": {
|
| 61 |
+
"hit@1": 0.219,
|
| 62 |
+
"num_correct": 219,
|
| 63 |
+
"num_pred": 1000
|
| 64 |
+
},
|
| 65 |
+
"OK-VQA": {
|
| 66 |
+
"hit@1": 0.692,
|
| 67 |
+
"num_correct": 692,
|
| 68 |
+
"num_pred": 1000
|
| 69 |
+
},
|
| 70 |
+
"A-OKVQA": {
|
| 71 |
+
"hit@1": 0.573,
|
| 72 |
+
"num_correct": 573,
|
| 73 |
+
"num_pred": 1000
|
| 74 |
+
},
|
| 75 |
+
"DocVQA": {
|
| 76 |
+
"hit@1": 0.934,
|
| 77 |
+
"num_correct": 934,
|
| 78 |
+
"num_pred": 1000
|
| 79 |
+
},
|
| 80 |
+
"InfographicsVQA": {
|
| 81 |
+
"hit@1": 0.739,
|
| 82 |
+
"num_correct": 739,
|
| 83 |
+
"num_pred": 1000
|
| 84 |
+
},
|
| 85 |
+
"ChartQA": {
|
| 86 |
+
"hit@1": 0.754,
|
| 87 |
+
"num_correct": 754,
|
| 88 |
+
"num_pred": 1000
|
| 89 |
+
},
|
| 90 |
+
"Visual7W": {
|
| 91 |
+
"hit@1": 0.554,
|
| 92 |
+
"num_correct": 554,
|
| 93 |
+
"num_pred": 1000
|
| 94 |
+
},
|
| 95 |
+
"ScienceQA": {
|
| 96 |
+
"hit@1": 0.524,
|
| 97 |
+
"num_correct": 524,
|
| 98 |
+
"num_pred": 1000
|
| 99 |
+
},
|
| 100 |
+
"VizWiz": {
|
| 101 |
+
"hit@1": 0.476,
|
| 102 |
+
"num_correct": 476,
|
| 103 |
+
"num_pred": 1000
|
| 104 |
+
},
|
| 105 |
+
"GQA": {
|
| 106 |
+
"hit@1": 0.741,
|
| 107 |
+
"num_correct": 741,
|
| 108 |
+
"num_pred": 1000
|
| 109 |
+
},
|
| 110 |
+
"TextVQA": {
|
| 111 |
+
"hit@1": 0.79,
|
| 112 |
+
"num_correct": 790,
|
| 113 |
+
"num_pred": 1000
|
| 114 |
+
},
|
| 115 |
+
"VisDial": {
|
| 116 |
+
"hit@1": 0.827,
|
| 117 |
+
"num_correct": 827,
|
| 118 |
+
"num_pred": 1000
|
| 119 |
+
},
|
| 120 |
+
"CIRR": {
|
| 121 |
+
"hit@1": 0.54,
|
| 122 |
+
"num_correct": 540,
|
| 123 |
+
"num_pred": 1000
|
| 124 |
+
},
|
| 125 |
+
"VisualNews_t2i": {
|
| 126 |
+
"hit@1": 0.756,
|
| 127 |
+
"num_correct": 756,
|
| 128 |
+
"num_pred": 1000
|
| 129 |
+
},
|
| 130 |
+
"VisualNews_i2t": {
|
| 131 |
+
"hit@1": 0.794,
|
| 132 |
+
"num_correct": 794,
|
| 133 |
+
"num_pred": 1000
|
| 134 |
+
},
|
| 135 |
+
"MSCOCO_t2i": {
|
| 136 |
+
"hit@1": 0.746,
|
| 137 |
+
"num_correct": 746,
|
| 138 |
+
"num_pred": 1000
|
| 139 |
+
},
|
| 140 |
+
"MSCOCO_i2t": {
|
| 141 |
+
"hit@1": 0.736,
|
| 142 |
+
"num_correct": 736,
|
| 143 |
+
"num_pred": 1000
|
| 144 |
+
},
|
| 145 |
+
"NIGHTS": {
|
| 146 |
+
"hit@1": 0.653,
|
| 147 |
+
"num_correct": 653,
|
| 148 |
+
"num_pred": 1000
|
| 149 |
+
},
|
| 150 |
+
"WebQA": {
|
| 151 |
+
"hit@1": 0.888,
|
| 152 |
+
"num_correct": 888,
|
| 153 |
+
"num_pred": 1000
|
| 154 |
+
},
|
| 155 |
+
"FashionIQ": {
|
| 156 |
+
"hit@1": 0.222,
|
| 157 |
+
"num_correct": 222,
|
| 158 |
+
"num_pred": 1000
|
| 159 |
+
},
|
| 160 |
+
"Wiki-SS-NQ": {
|
| 161 |
+
"hit@1": 0.657,
|
| 162 |
+
"num_correct": 657,
|
| 163 |
+
"num_pred": 1000
|
| 164 |
+
},
|
| 165 |
+
"OVEN": {
|
| 166 |
+
"hit@1": 0.69,
|
| 167 |
+
"num_correct": 690,
|
| 168 |
+
"num_pred": 1000
|
| 169 |
+
},
|
| 170 |
+
"EDIS": {
|
| 171 |
+
"hit@1": 0.913,
|
| 172 |
+
"num_correct": 913,
|
| 173 |
+
"num_pred": 1000
|
| 174 |
+
},
|
| 175 |
+
"MSCOCO": {
|
| 176 |
+
"hit@1": 0.841,
|
| 177 |
+
"num_correct": 841,
|
| 178 |
+
"num_pred": 1000
|
| 179 |
+
},
|
| 180 |
+
"RefCOCO": {
|
| 181 |
+
"hit@1": 0.946,
|
| 182 |
+
"num_correct": 946,
|
| 183 |
+
"num_pred": 1000
|
| 184 |
+
},
|
| 185 |
+
"RefCOCO-Matching": {
|
| 186 |
+
"hit@1": 0.928,
|
| 187 |
+
"num_correct": 928,
|
| 188 |
+
"num_pred": 1000
|
| 189 |
+
},
|
| 190 |
+
"Visual7W-Pointing": {
|
| 191 |
+
"hit@1": 0.888,
|
| 192 |
+
"num_correct": 888,
|
| 193 |
+
"num_pred": 1000
|
| 194 |
+
}
|
| 195 |
+
},
|
| 196 |
+
"video": {
|
| 197 |
+
"K700": "DIR_N/A",
|
| 198 |
+
"SmthSmthV2": "DIR_N/A",
|
| 199 |
+
"HMDB51": "DIR_N/A",
|
| 200 |
+
"UCF101": "DIR_N/A",
|
| 201 |
+
"Breakfast": "DIR_N/A",
|
| 202 |
+
"MVBench": "DIR_N/A",
|
| 203 |
+
"Video-MME": "DIR_N/A",
|
| 204 |
+
"NExTQA": "DIR_N/A",
|
| 205 |
+
"EgoSchema": "DIR_N/A",
|
| 206 |
+
"ActivityNetQA": "DIR_N/A",
|
| 207 |
+
"DiDeMo": "DIR_N/A",
|
| 208 |
+
"MSR-VTT": "DIR_N/A",
|
| 209 |
+
"MSVD": "DIR_N/A",
|
| 210 |
+
"VATEX": "DIR_N/A",
|
| 211 |
+
"YouCook2": "DIR_N/A",
|
| 212 |
+
"QVHighlight": "DIR_N/A",
|
| 213 |
+
"Charades-STA": "DIR_N/A",
|
| 214 |
+
"MomentSeeker": "DIR_N/A"
|
| 215 |
+
},
|
| 216 |
+
"visdoc": {
|
| 217 |
+
"ViDoRe_arxivqa": "DIR_N/A",
|
| 218 |
+
"ViDoRe_docvqa": "DIR_N/A",
|
| 219 |
+
"ViDoRe_infovqa": "DIR_N/A",
|
| 220 |
+
"ViDoRe_tabfquad": "DIR_N/A",
|
| 221 |
+
"ViDoRe_tatdqa": "DIR_N/A",
|
| 222 |
+
"ViDoRe_shiftproject": "DIR_N/A",
|
| 223 |
+
"ViDoRe_syntheticDocQA_artificial_intelligence": "DIR_N/A",
|
| 224 |
+
"ViDoRe_syntheticDocQA_energy": "DIR_N/A",
|
| 225 |
+
"ViDoRe_syntheticDocQA_government_reports": "DIR_N/A",
|
| 226 |
+
"ViDoRe_syntheticDocQA_healthcare_industry": "DIR_N/A",
|
| 227 |
+
"ViDoRe_esg_reports_human_labeled_v2": "DIR_N/A",
|
| 228 |
+
"ViDoRe_biomedical_lectures_v2_multilingual": "DIR_N/A",
|
| 229 |
+
"ViDoRe_economics_reports_v2_multilingual": "DIR_N/A",
|
| 230 |
+
"ViDoRe_esg_reports_v2_multilingual": "DIR_N/A",
|
| 231 |
+
"VisRAG_ArxivQA": "DIR_N/A",
|
| 232 |
+
"VisRAG_ChartQA": "DIR_N/A",
|
| 233 |
+
"VisRAG_MP-DocVQA": "DIR_N/A",
|
| 234 |
+
"VisRAG_SlideVQA": "DIR_N/A",
|
| 235 |
+
"VisRAG_InfoVQA": "DIR_N/A",
|
| 236 |
+
"VisRAG_PlotQA": "DIR_N/A",
|
| 237 |
+
"ViDoSeek-page-fixed": "DIR_N/A",
|
| 238 |
+
"ViDoSeek-doc": "DIR_N/A",
|
| 239 |
+
"MMLongBench-page-fixed": "DIR_N/A",
|
| 240 |
+
"MMLongBench-doc": "DIR_N/A"
|
| 241 |
+
}
|
| 242 |
+
}
|
| 243 |
+
}
|
scores/RGE(Qwen2.5VL-7B).json
ADDED
|
@@ -0,0 +1,243 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"metadata": {
|
| 3 |
+
"model_name": "RGE(Qwen2.5VL-7B)",
|
| 4 |
+
"model_backbone": "Qwen2.5VL",
|
| 5 |
+
"model_size": "7B parameters",
|
| 6 |
+
"embedding_dimension": null,
|
| 7 |
+
"max_length_tokens": null,
|
| 8 |
+
"model_release_date": "2025-11-20",
|
| 9 |
+
"data_source": "Self-Reported",
|
| 10 |
+
"url": "https://huggingface.co/MCG-NJU/RGE",
|
| 11 |
+
"report_generated_date": "2026-05-11T15:49:31.062703"
|
| 12 |
+
},
|
| 13 |
+
"metrics": {
|
| 14 |
+
"image": {
|
| 15 |
+
"ImageNet-1K": {
|
| 16 |
+
"hit@1": 0.826,
|
| 17 |
+
"num_correct": 826,
|
| 18 |
+
"num_pred": 1000
|
| 19 |
+
},
|
| 20 |
+
"N24News": {
|
| 21 |
+
"hit@1": 0.804,
|
| 22 |
+
"num_correct": 804,
|
| 23 |
+
"num_pred": 1000
|
| 24 |
+
},
|
| 25 |
+
"HatefulMemes": {
|
| 26 |
+
"hit@1": 0.755,
|
| 27 |
+
"num_correct": 755,
|
| 28 |
+
"num_pred": 1000
|
| 29 |
+
},
|
| 30 |
+
"VOC2007": {
|
| 31 |
+
"hit@1": 0.873,
|
| 32 |
+
"num_correct": 873,
|
| 33 |
+
"num_pred": 1000
|
| 34 |
+
},
|
| 35 |
+
"SUN397": {
|
| 36 |
+
"hit@1": 0.806,
|
| 37 |
+
"num_correct": 806,
|
| 38 |
+
"num_pred": 1000
|
| 39 |
+
},
|
| 40 |
+
"Place365": {
|
| 41 |
+
"hit@1": 0.471,
|
| 42 |
+
"num_correct": 471,
|
| 43 |
+
"num_pred": 1000
|
| 44 |
+
},
|
| 45 |
+
"ImageNet-A": {
|
| 46 |
+
"hit@1": 0.486,
|
| 47 |
+
"num_correct": 486,
|
| 48 |
+
"num_pred": 1000
|
| 49 |
+
},
|
| 50 |
+
"ImageNet-R": {
|
| 51 |
+
"hit@1": 0.805,
|
| 52 |
+
"num_correct": 805,
|
| 53 |
+
"num_pred": 1000
|
| 54 |
+
},
|
| 55 |
+
"ObjectNet": {
|
| 56 |
+
"hit@1": 0.659,
|
| 57 |
+
"num_correct": 659,
|
| 58 |
+
"num_pred": 1000
|
| 59 |
+
},
|
| 60 |
+
"Country211": {
|
| 61 |
+
"hit@1": 0.243,
|
| 62 |
+
"num_correct": 243,
|
| 63 |
+
"num_pred": 1000
|
| 64 |
+
},
|
| 65 |
+
"OK-VQA": {
|
| 66 |
+
"hit@1": 0.731,
|
| 67 |
+
"num_correct": 731,
|
| 68 |
+
"num_pred": 1000
|
| 69 |
+
},
|
| 70 |
+
"A-OKVQA": {
|
| 71 |
+
"hit@1": 0.615,
|
| 72 |
+
"num_correct": 615,
|
| 73 |
+
"num_pred": 1000
|
| 74 |
+
},
|
| 75 |
+
"DocVQA": {
|
| 76 |
+
"hit@1": 0.944,
|
| 77 |
+
"num_correct": 944,
|
| 78 |
+
"num_pred": 1000
|
| 79 |
+
},
|
| 80 |
+
"InfographicsVQA": {
|
| 81 |
+
"hit@1": 0.789,
|
| 82 |
+
"num_correct": 789,
|
| 83 |
+
"num_pred": 1000
|
| 84 |
+
},
|
| 85 |
+
"ChartQA": {
|
| 86 |
+
"hit@1": 0.805,
|
| 87 |
+
"num_correct": 805,
|
| 88 |
+
"num_pred": 1000
|
| 89 |
+
},
|
| 90 |
+
"Visual7W": {
|
| 91 |
+
"hit@1": 0.561,
|
| 92 |
+
"num_correct": 561,
|
| 93 |
+
"num_pred": 1000
|
| 94 |
+
},
|
| 95 |
+
"ScienceQA": {
|
| 96 |
+
"hit@1": 0.577,
|
| 97 |
+
"num_correct": 577,
|
| 98 |
+
"num_pred": 1000
|
| 99 |
+
},
|
| 100 |
+
"VizWiz": {
|
| 101 |
+
"hit@1": 0.476,
|
| 102 |
+
"num_correct": 476,
|
| 103 |
+
"num_pred": 1000
|
| 104 |
+
},
|
| 105 |
+
"GQA": {
|
| 106 |
+
"hit@1": 0.771,
|
| 107 |
+
"num_correct": 771,
|
| 108 |
+
"num_pred": 1000
|
| 109 |
+
},
|
| 110 |
+
"TextVQA": {
|
| 111 |
+
"hit@1": 0.83,
|
| 112 |
+
"num_correct": 830,
|
| 113 |
+
"num_pred": 1000
|
| 114 |
+
},
|
| 115 |
+
"VisDial": {
|
| 116 |
+
"hit@1": 0.837,
|
| 117 |
+
"num_correct": 837,
|
| 118 |
+
"num_pred": 1000
|
| 119 |
+
},
|
| 120 |
+
"CIRR": {
|
| 121 |
+
"hit@1": 0.575,
|
| 122 |
+
"num_correct": 575,
|
| 123 |
+
"num_pred": 1000
|
| 124 |
+
},
|
| 125 |
+
"VisualNews_t2i": {
|
| 126 |
+
"hit@1": 0.764,
|
| 127 |
+
"num_correct": 764,
|
| 128 |
+
"num_pred": 1000
|
| 129 |
+
},
|
| 130 |
+
"VisualNews_i2t": {
|
| 131 |
+
"hit@1": 0.818,
|
| 132 |
+
"num_correct": 818,
|
| 133 |
+
"num_pred": 1000
|
| 134 |
+
},
|
| 135 |
+
"MSCOCO_t2i": {
|
| 136 |
+
"hit@1": 0.777,
|
| 137 |
+
"num_correct": 777,
|
| 138 |
+
"num_pred": 1000
|
| 139 |
+
},
|
| 140 |
+
"MSCOCO_i2t": {
|
| 141 |
+
"hit@1": 0.746,
|
| 142 |
+
"num_correct": 746,
|
| 143 |
+
"num_pred": 1000
|
| 144 |
+
},
|
| 145 |
+
"NIGHTS": {
|
| 146 |
+
"hit@1": 0.68,
|
| 147 |
+
"num_correct": 680,
|
| 148 |
+
"num_pred": 1000
|
| 149 |
+
},
|
| 150 |
+
"WebQA": {
|
| 151 |
+
"hit@1": 0.9,
|
| 152 |
+
"num_correct": 900,
|
| 153 |
+
"num_pred": 1000
|
| 154 |
+
},
|
| 155 |
+
"FashionIQ": {
|
| 156 |
+
"hit@1": 0.281,
|
| 157 |
+
"num_correct": 281,
|
| 158 |
+
"num_pred": 1000
|
| 159 |
+
},
|
| 160 |
+
"Wiki-SS-NQ": {
|
| 161 |
+
"hit@1": 0.681,
|
| 162 |
+
"num_correct": 681,
|
| 163 |
+
"num_pred": 1000
|
| 164 |
+
},
|
| 165 |
+
"OVEN": {
|
| 166 |
+
"hit@1": 0.748,
|
| 167 |
+
"num_correct": 748,
|
| 168 |
+
"num_pred": 1000
|
| 169 |
+
},
|
| 170 |
+
"EDIS": {
|
| 171 |
+
"hit@1": 0.939,
|
| 172 |
+
"num_correct": 939,
|
| 173 |
+
"num_pred": 1000
|
| 174 |
+
},
|
| 175 |
+
"MSCOCO": {
|
| 176 |
+
"hit@1": 0.829,
|
| 177 |
+
"num_correct": 829,
|
| 178 |
+
"num_pred": 1000
|
| 179 |
+
},
|
| 180 |
+
"RefCOCO": {
|
| 181 |
+
"hit@1": 0.935,
|
| 182 |
+
"num_correct": 935,
|
| 183 |
+
"num_pred": 1000
|
| 184 |
+
},
|
| 185 |
+
"RefCOCO-Matching": {
|
| 186 |
+
"hit@1": 0.929,
|
| 187 |
+
"num_correct": 929,
|
| 188 |
+
"num_pred": 1000
|
| 189 |
+
},
|
| 190 |
+
"Visual7W-Pointing": {
|
| 191 |
+
"hit@1": 0.881,
|
| 192 |
+
"num_correct": 881,
|
| 193 |
+
"num_pred": 1000
|
| 194 |
+
}
|
| 195 |
+
},
|
| 196 |
+
"video": {
|
| 197 |
+
"K700": "DIR_N/A",
|
| 198 |
+
"SmthSmthV2": "DIR_N/A",
|
| 199 |
+
"HMDB51": "DIR_N/A",
|
| 200 |
+
"UCF101": "DIR_N/A",
|
| 201 |
+
"Breakfast": "DIR_N/A",
|
| 202 |
+
"MVBench": "DIR_N/A",
|
| 203 |
+
"Video-MME": "DIR_N/A",
|
| 204 |
+
"NExTQA": "DIR_N/A",
|
| 205 |
+
"EgoSchema": "DIR_N/A",
|
| 206 |
+
"ActivityNetQA": "DIR_N/A",
|
| 207 |
+
"DiDeMo": "DIR_N/A",
|
| 208 |
+
"MSR-VTT": "DIR_N/A",
|
| 209 |
+
"MSVD": "DIR_N/A",
|
| 210 |
+
"VATEX": "DIR_N/A",
|
| 211 |
+
"YouCook2": "DIR_N/A",
|
| 212 |
+
"QVHighlight": "DIR_N/A",
|
| 213 |
+
"Charades-STA": "DIR_N/A",
|
| 214 |
+
"MomentSeeker": "DIR_N/A"
|
| 215 |
+
},
|
| 216 |
+
"visdoc": {
|
| 217 |
+
"ViDoRe_arxivqa": "DIR_N/A",
|
| 218 |
+
"ViDoRe_docvqa": "DIR_N/A",
|
| 219 |
+
"ViDoRe_infovqa": "DIR_N/A",
|
| 220 |
+
"ViDoRe_tabfquad": "DIR_N/A",
|
| 221 |
+
"ViDoRe_tatdqa": "DIR_N/A",
|
| 222 |
+
"ViDoRe_shiftproject": "DIR_N/A",
|
| 223 |
+
"ViDoRe_syntheticDocQA_artificial_intelligence": "DIR_N/A",
|
| 224 |
+
"ViDoRe_syntheticDocQA_energy": "DIR_N/A",
|
| 225 |
+
"ViDoRe_syntheticDocQA_government_reports": "DIR_N/A",
|
| 226 |
+
"ViDoRe_syntheticDocQA_healthcare_industry": "DIR_N/A",
|
| 227 |
+
"ViDoRe_esg_reports_human_labeled_v2": "DIR_N/A",
|
| 228 |
+
"ViDoRe_biomedical_lectures_v2_multilingual": "DIR_N/A",
|
| 229 |
+
"ViDoRe_economics_reports_v2_multilingual": "DIR_N/A",
|
| 230 |
+
"ViDoRe_esg_reports_v2_multilingual": "DIR_N/A",
|
| 231 |
+
"VisRAG_ArxivQA": "DIR_N/A",
|
| 232 |
+
"VisRAG_ChartQA": "DIR_N/A",
|
| 233 |
+
"VisRAG_MP-DocVQA": "DIR_N/A",
|
| 234 |
+
"VisRAG_SlideVQA": "DIR_N/A",
|
| 235 |
+
"VisRAG_InfoVQA": "DIR_N/A",
|
| 236 |
+
"VisRAG_PlotQA": "DIR_N/A",
|
| 237 |
+
"ViDoSeek-page-fixed": "DIR_N/A",
|
| 238 |
+
"ViDoSeek-doc": "DIR_N/A",
|
| 239 |
+
"MMLongBench-page-fixed": "DIR_N/A",
|
| 240 |
+
"MMLongBench-doc": "DIR_N/A"
|
| 241 |
+
}
|
| 242 |
+
}
|
| 243 |
+
}
|
scores/RGE(Qwen2VL-2B).json
ADDED
|
@@ -0,0 +1,243 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"metadata": {
|
| 3 |
+
"model_name": "RGE(Qwen2VL-2B)",
|
| 4 |
+
"model_backbone": "Qwen2VL",
|
| 5 |
+
"model_size": "2B parameters",
|
| 6 |
+
"embedding_dimension": null,
|
| 7 |
+
"max_length_tokens": null,
|
| 8 |
+
"model_release_date": "2025-11-20",
|
| 9 |
+
"data_source": "Self-Reported",
|
| 10 |
+
"url": "https://huggingface.co/MCG-NJU/RGE",
|
| 11 |
+
"report_generated_date": "2026-05-11T15:49:31.956978"
|
| 12 |
+
},
|
| 13 |
+
"metrics": {
|
| 14 |
+
"image": {
|
| 15 |
+
"ImageNet-1K": {
|
| 16 |
+
"hit@1": 0.834,
|
| 17 |
+
"num_correct": 834,
|
| 18 |
+
"num_pred": 1000
|
| 19 |
+
},
|
| 20 |
+
"N24News": {
|
| 21 |
+
"hit@1": 0.797,
|
| 22 |
+
"num_correct": 797,
|
| 23 |
+
"num_pred": 1000
|
| 24 |
+
},
|
| 25 |
+
"HatefulMemes": {
|
| 26 |
+
"hit@1": 0.68,
|
| 27 |
+
"num_correct": 680,
|
| 28 |
+
"num_pred": 1000
|
| 29 |
+
},
|
| 30 |
+
"VOC2007": {
|
| 31 |
+
"hit@1": 0.897,
|
| 32 |
+
"num_correct": 897,
|
| 33 |
+
"num_pred": 1000
|
| 34 |
+
},
|
| 35 |
+
"SUN397": {
|
| 36 |
+
"hit@1": 0.799,
|
| 37 |
+
"num_correct": 799,
|
| 38 |
+
"num_pred": 1000
|
| 39 |
+
},
|
| 40 |
+
"Place365": {
|
| 41 |
+
"hit@1": 0.461,
|
| 42 |
+
"num_correct": 461,
|
| 43 |
+
"num_pred": 1000
|
| 44 |
+
},
|
| 45 |
+
"ImageNet-A": {
|
| 46 |
+
"hit@1": 0.458,
|
| 47 |
+
"num_correct": 458,
|
| 48 |
+
"num_pred": 1000
|
| 49 |
+
},
|
| 50 |
+
"ImageNet-R": {
|
| 51 |
+
"hit@1": 0.887,
|
| 52 |
+
"num_correct": 887,
|
| 53 |
+
"num_pred": 1000
|
| 54 |
+
},
|
| 55 |
+
"ObjectNet": {
|
| 56 |
+
"hit@1": 0.696,
|
| 57 |
+
"num_correct": 696,
|
| 58 |
+
"num_pred": 1000
|
| 59 |
+
},
|
| 60 |
+
"Country211": {
|
| 61 |
+
"hit@1": 0.21,
|
| 62 |
+
"num_correct": 210,
|
| 63 |
+
"num_pred": 1000
|
| 64 |
+
},
|
| 65 |
+
"OK-VQA": {
|
| 66 |
+
"hit@1": 0.647,
|
| 67 |
+
"num_correct": 647,
|
| 68 |
+
"num_pred": 1000
|
| 69 |
+
},
|
| 70 |
+
"A-OKVQA": {
|
| 71 |
+
"hit@1": 0.54,
|
| 72 |
+
"num_correct": 540,
|
| 73 |
+
"num_pred": 1000
|
| 74 |
+
},
|
| 75 |
+
"DocVQA": {
|
| 76 |
+
"hit@1": 0.93,
|
| 77 |
+
"num_correct": 930,
|
| 78 |
+
"num_pred": 1000
|
| 79 |
+
},
|
| 80 |
+
"InfographicsVQA": {
|
| 81 |
+
"hit@1": 0.671,
|
| 82 |
+
"num_correct": 671,
|
| 83 |
+
"num_pred": 1000
|
| 84 |
+
},
|
| 85 |
+
"ChartQA": {
|
| 86 |
+
"hit@1": 0.678,
|
| 87 |
+
"num_correct": 678,
|
| 88 |
+
"num_pred": 1000
|
| 89 |
+
},
|
| 90 |
+
"Visual7W": {
|
| 91 |
+
"hit@1": 0.54,
|
| 92 |
+
"num_correct": 540,
|
| 93 |
+
"num_pred": 1000
|
| 94 |
+
},
|
| 95 |
+
"ScienceQA": {
|
| 96 |
+
"hit@1": 0.438,
|
| 97 |
+
"num_correct": 438,
|
| 98 |
+
"num_pred": 1000
|
| 99 |
+
},
|
| 100 |
+
"VizWiz": {
|
| 101 |
+
"hit@1": 0.464,
|
| 102 |
+
"num_correct": 464,
|
| 103 |
+
"num_pred": 1000
|
| 104 |
+
},
|
| 105 |
+
"GQA": {
|
| 106 |
+
"hit@1": 0.673,
|
| 107 |
+
"num_correct": 673,
|
| 108 |
+
"num_pred": 1000
|
| 109 |
+
},
|
| 110 |
+
"TextVQA": {
|
| 111 |
+
"hit@1": 0.75,
|
| 112 |
+
"num_correct": 750,
|
| 113 |
+
"num_pred": 1000
|
| 114 |
+
},
|
| 115 |
+
"VisDial": {
|
| 116 |
+
"hit@1": 0.798,
|
| 117 |
+
"num_correct": 798,
|
| 118 |
+
"num_pred": 1000
|
| 119 |
+
},
|
| 120 |
+
"CIRR": {
|
| 121 |
+
"hit@1": 0.554,
|
| 122 |
+
"num_correct": 554,
|
| 123 |
+
"num_pred": 1000
|
| 124 |
+
},
|
| 125 |
+
"VisualNews_t2i": {
|
| 126 |
+
"hit@1": 0.775,
|
| 127 |
+
"num_correct": 775,
|
| 128 |
+
"num_pred": 1000
|
| 129 |
+
},
|
| 130 |
+
"VisualNews_i2t": {
|
| 131 |
+
"hit@1": 0.81,
|
| 132 |
+
"num_correct": 810,
|
| 133 |
+
"num_pred": 1000
|
| 134 |
+
},
|
| 135 |
+
"MSCOCO_t2i": {
|
| 136 |
+
"hit@1": 0.767,
|
| 137 |
+
"num_correct": 767,
|
| 138 |
+
"num_pred": 1000
|
| 139 |
+
},
|
| 140 |
+
"MSCOCO_i2t": {
|
| 141 |
+
"hit@1": 0.732,
|
| 142 |
+
"num_correct": 732,
|
| 143 |
+
"num_pred": 1000
|
| 144 |
+
},
|
| 145 |
+
"NIGHTS": {
|
| 146 |
+
"hit@1": 0.665,
|
| 147 |
+
"num_correct": 665,
|
| 148 |
+
"num_pred": 1000
|
| 149 |
+
},
|
| 150 |
+
"WebQA": {
|
| 151 |
+
"hit@1": 0.884,
|
| 152 |
+
"num_correct": 884,
|
| 153 |
+
"num_pred": 1000
|
| 154 |
+
},
|
| 155 |
+
"FashionIQ": {
|
| 156 |
+
"hit@1": 0.238,
|
| 157 |
+
"num_correct": 238,
|
| 158 |
+
"num_pred": 1000
|
| 159 |
+
},
|
| 160 |
+
"Wiki-SS-NQ": {
|
| 161 |
+
"hit@1": 0.629,
|
| 162 |
+
"num_correct": 629,
|
| 163 |
+
"num_pred": 1000
|
| 164 |
+
},
|
| 165 |
+
"OVEN": {
|
| 166 |
+
"hit@1": 0.696,
|
| 167 |
+
"num_correct": 696,
|
| 168 |
+
"num_pred": 1000
|
| 169 |
+
},
|
| 170 |
+
"EDIS": {
|
| 171 |
+
"hit@1": 0.901,
|
| 172 |
+
"num_correct": 901,
|
| 173 |
+
"num_pred": 1000
|
| 174 |
+
},
|
| 175 |
+
"MSCOCO": {
|
| 176 |
+
"hit@1": 0.868,
|
| 177 |
+
"num_correct": 868,
|
| 178 |
+
"num_pred": 1000
|
| 179 |
+
},
|
| 180 |
+
"RefCOCO": {
|
| 181 |
+
"hit@1": 0.881,
|
| 182 |
+
"num_correct": 881,
|
| 183 |
+
"num_pred": 1000
|
| 184 |
+
},
|
| 185 |
+
"RefCOCO-Matching": {
|
| 186 |
+
"hit@1": 0.868,
|
| 187 |
+
"num_correct": 868,
|
| 188 |
+
"num_pred": 1000
|
| 189 |
+
},
|
| 190 |
+
"Visual7W-Pointing": {
|
| 191 |
+
"hit@1": 0.893,
|
| 192 |
+
"num_correct": 893,
|
| 193 |
+
"num_pred": 1000
|
| 194 |
+
}
|
| 195 |
+
},
|
| 196 |
+
"video": {
|
| 197 |
+
"K700": "DIR_N/A",
|
| 198 |
+
"SmthSmthV2": "DIR_N/A",
|
| 199 |
+
"HMDB51": "DIR_N/A",
|
| 200 |
+
"UCF101": "DIR_N/A",
|
| 201 |
+
"Breakfast": "DIR_N/A",
|
| 202 |
+
"MVBench": "DIR_N/A",
|
| 203 |
+
"Video-MME": "DIR_N/A",
|
| 204 |
+
"NExTQA": "DIR_N/A",
|
| 205 |
+
"EgoSchema": "DIR_N/A",
|
| 206 |
+
"ActivityNetQA": "DIR_N/A",
|
| 207 |
+
"DiDeMo": "DIR_N/A",
|
| 208 |
+
"MSR-VTT": "DIR_N/A",
|
| 209 |
+
"MSVD": "DIR_N/A",
|
| 210 |
+
"VATEX": "DIR_N/A",
|
| 211 |
+
"YouCook2": "DIR_N/A",
|
| 212 |
+
"QVHighlight": "DIR_N/A",
|
| 213 |
+
"Charades-STA": "DIR_N/A",
|
| 214 |
+
"MomentSeeker": "DIR_N/A"
|
| 215 |
+
},
|
| 216 |
+
"visdoc": {
|
| 217 |
+
"ViDoRe_arxivqa": "DIR_N/A",
|
| 218 |
+
"ViDoRe_docvqa": "DIR_N/A",
|
| 219 |
+
"ViDoRe_infovqa": "DIR_N/A",
|
| 220 |
+
"ViDoRe_tabfquad": "DIR_N/A",
|
| 221 |
+
"ViDoRe_tatdqa": "DIR_N/A",
|
| 222 |
+
"ViDoRe_shiftproject": "DIR_N/A",
|
| 223 |
+
"ViDoRe_syntheticDocQA_artificial_intelligence": "DIR_N/A",
|
| 224 |
+
"ViDoRe_syntheticDocQA_energy": "DIR_N/A",
|
| 225 |
+
"ViDoRe_syntheticDocQA_government_reports": "DIR_N/A",
|
| 226 |
+
"ViDoRe_syntheticDocQA_healthcare_industry": "DIR_N/A",
|
| 227 |
+
"ViDoRe_esg_reports_human_labeled_v2": "DIR_N/A",
|
| 228 |
+
"ViDoRe_biomedical_lectures_v2_multilingual": "DIR_N/A",
|
| 229 |
+
"ViDoRe_economics_reports_v2_multilingual": "DIR_N/A",
|
| 230 |
+
"ViDoRe_esg_reports_v2_multilingual": "DIR_N/A",
|
| 231 |
+
"VisRAG_ArxivQA": "DIR_N/A",
|
| 232 |
+
"VisRAG_ChartQA": "DIR_N/A",
|
| 233 |
+
"VisRAG_MP-DocVQA": "DIR_N/A",
|
| 234 |
+
"VisRAG_SlideVQA": "DIR_N/A",
|
| 235 |
+
"VisRAG_InfoVQA": "DIR_N/A",
|
| 236 |
+
"VisRAG_PlotQA": "DIR_N/A",
|
| 237 |
+
"ViDoSeek-page-fixed": "DIR_N/A",
|
| 238 |
+
"ViDoSeek-doc": "DIR_N/A",
|
| 239 |
+
"MMLongBench-page-fixed": "DIR_N/A",
|
| 240 |
+
"MMLongBench-doc": "DIR_N/A"
|
| 241 |
+
}
|
| 242 |
+
}
|
| 243 |
+
}
|
scores/RGE(Qwen2VL-7B).json
ADDED
|
@@ -0,0 +1,243 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"metadata": {
|
| 3 |
+
"model_name": "RGE(Qwen2VL-7B)",
|
| 4 |
+
"model_backbone": "Qwen2VL",
|
| 5 |
+
"model_size": "7B parameters",
|
| 6 |
+
"embedding_dimension": null,
|
| 7 |
+
"max_length_tokens": null,
|
| 8 |
+
"model_release_date": "2025-11-20",
|
| 9 |
+
"data_source": "Self-Reported",
|
| 10 |
+
"url": "https://huggingface.co/MCG-NJU/RGE",
|
| 11 |
+
"report_generated_date": "2026-05-11T15:49:32.810768"
|
| 12 |
+
},
|
| 13 |
+
"metrics": {
|
| 14 |
+
"image": {
|
| 15 |
+
"ImageNet-1K": {
|
| 16 |
+
"hit@1": 0.827,
|
| 17 |
+
"num_correct": 827,
|
| 18 |
+
"num_pred": 1000
|
| 19 |
+
},
|
| 20 |
+
"N24News": {
|
| 21 |
+
"hit@1": 0.818,
|
| 22 |
+
"num_correct": 818,
|
| 23 |
+
"num_pred": 1000
|
| 24 |
+
},
|
| 25 |
+
"HatefulMemes": {
|
| 26 |
+
"hit@1": 0.769,
|
| 27 |
+
"num_correct": 769,
|
| 28 |
+
"num_pred": 1000
|
| 29 |
+
},
|
| 30 |
+
"VOC2007": {
|
| 31 |
+
"hit@1": 0.917,
|
| 32 |
+
"num_correct": 917,
|
| 33 |
+
"num_pred": 1000
|
| 34 |
+
},
|
| 35 |
+
"SUN397": {
|
| 36 |
+
"hit@1": 0.818,
|
| 37 |
+
"num_correct": 818,
|
| 38 |
+
"num_pred": 1000
|
| 39 |
+
},
|
| 40 |
+
"Place365": {
|
| 41 |
+
"hit@1": 0.485,
|
| 42 |
+
"num_correct": 485,
|
| 43 |
+
"num_pred": 1000
|
| 44 |
+
},
|
| 45 |
+
"ImageNet-A": {
|
| 46 |
+
"hit@1": 0.555,
|
| 47 |
+
"num_correct": 555,
|
| 48 |
+
"num_pred": 1000
|
| 49 |
+
},
|
| 50 |
+
"ImageNet-R": {
|
| 51 |
+
"hit@1": 0.887,
|
| 52 |
+
"num_correct": 887,
|
| 53 |
+
"num_pred": 1000
|
| 54 |
+
},
|
| 55 |
+
"ObjectNet": {
|
| 56 |
+
"hit@1": 0.724,
|
| 57 |
+
"num_correct": 724,
|
| 58 |
+
"num_pred": 1000
|
| 59 |
+
},
|
| 60 |
+
"Country211": {
|
| 61 |
+
"hit@1": 0.299,
|
| 62 |
+
"num_correct": 299,
|
| 63 |
+
"num_pred": 1000
|
| 64 |
+
},
|
| 65 |
+
"OK-VQA": {
|
| 66 |
+
"hit@1": 0.746,
|
| 67 |
+
"num_correct": 746,
|
| 68 |
+
"num_pred": 1000
|
| 69 |
+
},
|
| 70 |
+
"A-OKVQA": {
|
| 71 |
+
"hit@1": 0.609,
|
| 72 |
+
"num_correct": 609,
|
| 73 |
+
"num_pred": 1000
|
| 74 |
+
},
|
| 75 |
+
"DocVQA": {
|
| 76 |
+
"hit@1": 0.946,
|
| 77 |
+
"num_correct": 946,
|
| 78 |
+
"num_pred": 1000
|
| 79 |
+
},
|
| 80 |
+
"InfographicsVQA": {
|
| 81 |
+
"hit@1": 0.767,
|
| 82 |
+
"num_correct": 767,
|
| 83 |
+
"num_pred": 1000
|
| 84 |
+
},
|
| 85 |
+
"ChartQA": {
|
| 86 |
+
"hit@1": 0.78,
|
| 87 |
+
"num_correct": 780,
|
| 88 |
+
"num_pred": 1000
|
| 89 |
+
},
|
| 90 |
+
"Visual7W": {
|
| 91 |
+
"hit@1": 0.558,
|
| 92 |
+
"num_correct": 558,
|
| 93 |
+
"num_pred": 1000
|
| 94 |
+
},
|
| 95 |
+
"ScienceQA": {
|
| 96 |
+
"hit@1": 0.551,
|
| 97 |
+
"num_correct": 551,
|
| 98 |
+
"num_pred": 1000
|
| 99 |
+
},
|
| 100 |
+
"VizWiz": {
|
| 101 |
+
"hit@1": 0.533,
|
| 102 |
+
"num_correct": 533,
|
| 103 |
+
"num_pred": 1000
|
| 104 |
+
},
|
| 105 |
+
"GQA": {
|
| 106 |
+
"hit@1": 0.736,
|
| 107 |
+
"num_correct": 736,
|
| 108 |
+
"num_pred": 1000
|
| 109 |
+
},
|
| 110 |
+
"TextVQA": {
|
| 111 |
+
"hit@1": 0.838,
|
| 112 |
+
"num_correct": 838,
|
| 113 |
+
"num_pred": 1000
|
| 114 |
+
},
|
| 115 |
+
"VisDial": {
|
| 116 |
+
"hit@1": 0.827,
|
| 117 |
+
"num_correct": 827,
|
| 118 |
+
"num_pred": 1000
|
| 119 |
+
},
|
| 120 |
+
"CIRR": {
|
| 121 |
+
"hit@1": 0.601,
|
| 122 |
+
"num_correct": 601,
|
| 123 |
+
"num_pred": 1000
|
| 124 |
+
},
|
| 125 |
+
"VisualNews_t2i": {
|
| 126 |
+
"hit@1": 0.818,
|
| 127 |
+
"num_correct": 818,
|
| 128 |
+
"num_pred": 1000
|
| 129 |
+
},
|
| 130 |
+
"VisualNews_i2t": {
|
| 131 |
+
"hit@1": 0.864,
|
| 132 |
+
"num_correct": 864,
|
| 133 |
+
"num_pred": 1000
|
| 134 |
+
},
|
| 135 |
+
"MSCOCO_t2i": {
|
| 136 |
+
"hit@1": 0.794,
|
| 137 |
+
"num_correct": 794,
|
| 138 |
+
"num_pred": 1000
|
| 139 |
+
},
|
| 140 |
+
"MSCOCO_i2t": {
|
| 141 |
+
"hit@1": 0.774,
|
| 142 |
+
"num_correct": 774,
|
| 143 |
+
"num_pred": 1000
|
| 144 |
+
},
|
| 145 |
+
"NIGHTS": {
|
| 146 |
+
"hit@1": 0.683,
|
| 147 |
+
"num_correct": 683,
|
| 148 |
+
"num_pred": 1000
|
| 149 |
+
},
|
| 150 |
+
"WebQA": {
|
| 151 |
+
"hit@1": 0.894,
|
| 152 |
+
"num_correct": 894,
|
| 153 |
+
"num_pred": 1000
|
| 154 |
+
},
|
| 155 |
+
"FashionIQ": {
|
| 156 |
+
"hit@1": 0.276,
|
| 157 |
+
"num_correct": 276,
|
| 158 |
+
"num_pred": 1000
|
| 159 |
+
},
|
| 160 |
+
"Wiki-SS-NQ": {
|
| 161 |
+
"hit@1": 0.678,
|
| 162 |
+
"num_correct": 678,
|
| 163 |
+
"num_pred": 1000
|
| 164 |
+
},
|
| 165 |
+
"OVEN": {
|
| 166 |
+
"hit@1": 0.746,
|
| 167 |
+
"num_correct": 746,
|
| 168 |
+
"num_pred": 1000
|
| 169 |
+
},
|
| 170 |
+
"EDIS": {
|
| 171 |
+
"hit@1": 0.956,
|
| 172 |
+
"num_correct": 956,
|
| 173 |
+
"num_pred": 1000
|
| 174 |
+
},
|
| 175 |
+
"MSCOCO": {
|
| 176 |
+
"hit@1": 0.869,
|
| 177 |
+
"num_correct": 869,
|
| 178 |
+
"num_pred": 1000
|
| 179 |
+
},
|
| 180 |
+
"RefCOCO": {
|
| 181 |
+
"hit@1": 0.957,
|
| 182 |
+
"num_correct": 957,
|
| 183 |
+
"num_pred": 1000
|
| 184 |
+
},
|
| 185 |
+
"RefCOCO-Matching": {
|
| 186 |
+
"hit@1": 0.929,
|
| 187 |
+
"num_correct": 929,
|
| 188 |
+
"num_pred": 1000
|
| 189 |
+
},
|
| 190 |
+
"Visual7W-Pointing": {
|
| 191 |
+
"hit@1": 0.925,
|
| 192 |
+
"num_correct": 925,
|
| 193 |
+
"num_pred": 1000
|
| 194 |
+
}
|
| 195 |
+
},
|
| 196 |
+
"video": {
|
| 197 |
+
"K700": "DIR_N/A",
|
| 198 |
+
"SmthSmthV2": "DIR_N/A",
|
| 199 |
+
"HMDB51": "DIR_N/A",
|
| 200 |
+
"UCF101": "DIR_N/A",
|
| 201 |
+
"Breakfast": "DIR_N/A",
|
| 202 |
+
"MVBench": "DIR_N/A",
|
| 203 |
+
"Video-MME": "DIR_N/A",
|
| 204 |
+
"NExTQA": "DIR_N/A",
|
| 205 |
+
"EgoSchema": "DIR_N/A",
|
| 206 |
+
"ActivityNetQA": "DIR_N/A",
|
| 207 |
+
"DiDeMo": "DIR_N/A",
|
| 208 |
+
"MSR-VTT": "DIR_N/A",
|
| 209 |
+
"MSVD": "DIR_N/A",
|
| 210 |
+
"VATEX": "DIR_N/A",
|
| 211 |
+
"YouCook2": "DIR_N/A",
|
| 212 |
+
"QVHighlight": "DIR_N/A",
|
| 213 |
+
"Charades-STA": "DIR_N/A",
|
| 214 |
+
"MomentSeeker": "DIR_N/A"
|
| 215 |
+
},
|
| 216 |
+
"visdoc": {
|
| 217 |
+
"ViDoRe_arxivqa": "DIR_N/A",
|
| 218 |
+
"ViDoRe_docvqa": "DIR_N/A",
|
| 219 |
+
"ViDoRe_infovqa": "DIR_N/A",
|
| 220 |
+
"ViDoRe_tabfquad": "DIR_N/A",
|
| 221 |
+
"ViDoRe_tatdqa": "DIR_N/A",
|
| 222 |
+
"ViDoRe_shiftproject": "DIR_N/A",
|
| 223 |
+
"ViDoRe_syntheticDocQA_artificial_intelligence": "DIR_N/A",
|
| 224 |
+
"ViDoRe_syntheticDocQA_energy": "DIR_N/A",
|
| 225 |
+
"ViDoRe_syntheticDocQA_government_reports": "DIR_N/A",
|
| 226 |
+
"ViDoRe_syntheticDocQA_healthcare_industry": "DIR_N/A",
|
| 227 |
+
"ViDoRe_esg_reports_human_labeled_v2": "DIR_N/A",
|
| 228 |
+
"ViDoRe_biomedical_lectures_v2_multilingual": "DIR_N/A",
|
| 229 |
+
"ViDoRe_economics_reports_v2_multilingual": "DIR_N/A",
|
| 230 |
+
"ViDoRe_esg_reports_v2_multilingual": "DIR_N/A",
|
| 231 |
+
"VisRAG_ArxivQA": "DIR_N/A",
|
| 232 |
+
"VisRAG_ChartQA": "DIR_N/A",
|
| 233 |
+
"VisRAG_MP-DocVQA": "DIR_N/A",
|
| 234 |
+
"VisRAG_SlideVQA": "DIR_N/A",
|
| 235 |
+
"VisRAG_InfoVQA": "DIR_N/A",
|
| 236 |
+
"VisRAG_PlotQA": "DIR_N/A",
|
| 237 |
+
"ViDoSeek-page-fixed": "DIR_N/A",
|
| 238 |
+
"ViDoSeek-doc": "DIR_N/A",
|
| 239 |
+
"MMLongBench-page-fixed": "DIR_N/A",
|
| 240 |
+
"MMLongBench-doc": "DIR_N/A"
|
| 241 |
+
}
|
| 242 |
+
}
|
| 243 |
+
}
|