Upload Taichu-UniRetriever-v1-8B.json

#101
Files changed (1) hide show
  1. scores/Taichu-UniRetriever-v1-8B.json +746 -0
scores/Taichu-UniRetriever-v1-8B.json ADDED
@@ -0,0 +1,746 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "metadata": {
3
+ "model_name": "Taichu-UniRetriever-8B",
4
+ "model_size": "8.77",
5
+ "embedding_dimension": null,
6
+ "max_length_tokens": null,
7
+ "model_release_date": "2026-1-15",
8
+ "data_source": "",
9
+ "url": "",
10
+ "report_generated_date": "2026-01-15T10:05:25.903699"
11
+ },
12
+ "metrics": {
13
+ "image": {
14
+ "ImageNet-1K": "DIR_N/A",
15
+ "N24News": "DIR_N/A",
16
+ "HatefulMemes": "DIR_N/A",
17
+ "VOC2007": "DIR_N/A",
18
+ "SUN397": "DIR_N/A",
19
+ "Place365": "DIR_N/A",
20
+ "ImageNet-A": "DIR_N/A",
21
+ "ImageNet-R": "DIR_N/A",
22
+ "ObjectNet": "DIR_N/A",
23
+ "Country211": "DIR_N/A",
24
+ "OK-VQA": "DIR_N/A",
25
+ "A-OKVQA": "DIR_N/A",
26
+ "DocVQA": "DIR_N/A",
27
+ "InfographicsVQA": "DIR_N/A",
28
+ "ChartQA": "DIR_N/A",
29
+ "Visual7W": "DIR_N/A",
30
+ "ScienceQA": "DIR_N/A",
31
+ "VizWiz": "DIR_N/A",
32
+ "GQA": "DIR_N/A",
33
+ "TextVQA": "DIR_N/A",
34
+ "VisDial": "DIR_N/A",
35
+ "CIRR": "DIR_N/A",
36
+ "VisualNews_t2i": "DIR_N/A",
37
+ "VisualNews_i2t": "DIR_N/A",
38
+ "MSCOCO_t2i": "DIR_N/A",
39
+ "MSCOCO_i2t": "DIR_N/A",
40
+ "NIGHTS": "DIR_N/A",
41
+ "WebQA": "DIR_N/A",
42
+ "FashionIQ": "DIR_N/A",
43
+ "Wiki-SS-NQ": "DIR_N/A",
44
+ "OVEN": "DIR_N/A",
45
+ "EDIS": "DIR_N/A",
46
+ "MSCOCO": "DIR_N/A",
47
+ "RefCOCO": "DIR_N/A",
48
+ "RefCOCO-Matching": "DIR_N/A",
49
+ "Visual7W-Pointing": "DIR_N/A"
50
+ },
51
+ "video": {
52
+ "K700": "DIR_N/A",
53
+ "SmthSmthV2": "DIR_N/A",
54
+ "HMDB51": "DIR_N/A",
55
+ "UCF101": "DIR_N/A",
56
+ "Breakfast": "DIR_N/A",
57
+ "MVBench": "DIR_N/A",
58
+ "Video-MME": "DIR_N/A",
59
+ "NExTQA": "DIR_N/A",
60
+ "EgoSchema": "DIR_N/A",
61
+ "ActivityNetQA": "DIR_N/A",
62
+ "DiDeMo": "DIR_N/A",
63
+ "MSR-VTT": "DIR_N/A",
64
+ "MSVD": "DIR_N/A",
65
+ "VATEX": "DIR_N/A",
66
+ "YouCook2": "DIR_N/A",
67
+ "QVHighlight": "DIR_N/A",
68
+ "Charades-STA": "DIR_N/A",
69
+ "MomentSeeker": "DIR_N/A"
70
+ },
71
+ "visdoc": {
72
+ "ViDoRe_arxivqa": {
73
+ "hit@1": 0.852,
74
+ "hit@5": 0.94,
75
+ "hit@10": 0.954,
76
+ "ndcg_linear@1": 0.852,
77
+ "ndcg_linear@5": 0.9005619205888604,
78
+ "ndcg_linear@10": 0.9052297498766461,
79
+ "ndcg_exponential@1": 0.852,
80
+ "ndcg_exponential@5": 0.9005619205888604,
81
+ "ndcg_exponential@10": 0.9052297498766461,
82
+ "precision@1": 0.852,
83
+ "precision@5": 0.188,
84
+ "precision@10": 0.09540000000000001,
85
+ "recall@1": 0.852,
86
+ "recall@5": 0.94,
87
+ "recall@10": 0.954,
88
+ "f1@1": 0.852,
89
+ "f1@5": 0.31333333333333335,
90
+ "f1@10": 0.17345454545454544,
91
+ "map@1": 0.852,
92
+ "map@5": 0.8873,
93
+ "map@10": 0.8893079365079366,
94
+ "mrr@1": 0.852,
95
+ "mrr@5": 0.8873,
96
+ "mrr@10": 0.8893079365079366,
97
+ "num_pred": 500,
98
+ "num_data": 500
99
+ },
100
+ "ViDoRe_docvqa": {
101
+ "hit@1": 0.532150776053215,
102
+ "hit@5": 0.6984478935698448,
103
+ "hit@10": 0.7450110864745011,
104
+ "ndcg_linear@1": 0.532150776053215,
105
+ "ndcg_linear@5": 0.6189611270131001,
106
+ "ndcg_linear@10": 0.6346422724093392,
107
+ "ndcg_exponential@1": 0.532150776053215,
108
+ "ndcg_exponential@5": 0.6189611270131001,
109
+ "ndcg_exponential@10": 0.6346422724093392,
110
+ "precision@1": 0.532150776053215,
111
+ "precision@5": 0.14057649667405764,
112
+ "precision@10": 0.07583148558758314,
113
+ "recall@1": 0.5310421286031042,
114
+ "recall@5": 0.6887287509238729,
115
+ "recall@10": 0.7340354767184034,
116
+ "f1@1": 0.5314116777531412,
117
+ "f1@5": 0.23249082338035,
118
+ "f1@10": 0.13675024162829044,
119
+ "map@1": 0.532150776053215,
120
+ "map@5": 0.5940157674304017,
121
+ "map@10": 0.6009912716010277,
122
+ "mrr@1": 0.532150776053215,
123
+ "mrr@5": 0.597080561714708,
124
+ "mrr@10": 0.6038195544293105,
125
+ "num_pred": 451,
126
+ "num_data": 451
127
+ },
128
+ "ViDoRe_infovqa": {
129
+ "hit@1": 0.9109311740890689,
130
+ "hit@5": 0.9615384615384616,
131
+ "hit@10": 0.97165991902834,
132
+ "ndcg_linear@1": 0.9109311740890689,
133
+ "ndcg_linear@5": 0.9392657948736959,
134
+ "ndcg_linear@10": 0.9426598788030903,
135
+ "ndcg_exponential@1": 0.9109311740890689,
136
+ "ndcg_exponential@5": 0.9392657948736959,
137
+ "ndcg_exponential@10": 0.9426598788030903,
138
+ "precision@1": 0.9109311740890689,
139
+ "precision@5": 0.19271255060728745,
140
+ "precision@10": 0.09736842105263158,
141
+ "recall@1": 0.9109311740890689,
142
+ "recall@5": 0.9615384615384616,
143
+ "recall@10": 0.97165991902834,
144
+ "f1@1": 0.9109311740890689,
145
+ "f1@5": 0.3209947946790052,
146
+ "f1@10": 0.17697215065636118,
147
+ "map@1": 0.9109311740890689,
148
+ "map@5": 0.9316464237516869,
149
+ "map@10": 0.9331164449585503,
150
+ "mrr@1": 0.9109311740890689,
151
+ "mrr@5": 0.9317476383265856,
152
+ "mrr@10": 0.9332176595334489,
153
+ "num_pred": 494,
154
+ "num_data": 494
155
+ },
156
+ "ViDoRe_tabfquad": {
157
+ "hit@1": 0.9571428571428572,
158
+ "hit@5": 0.9857142857142858,
159
+ "hit@10": 0.9892857142857143,
160
+ "ndcg_linear@1": 0.9571428571428572,
161
+ "ndcg_linear@5": 0.9732714353000144,
162
+ "ndcg_linear@10": 0.9745436038254005,
163
+ "ndcg_exponential@1": 0.9571428571428572,
164
+ "ndcg_exponential@5": 0.9732714353000144,
165
+ "ndcg_exponential@10": 0.9745436038254005,
166
+ "precision@1": 0.9571428571428572,
167
+ "precision@5": 0.1971428571428571,
168
+ "precision@10": 0.09892857142857141,
169
+ "recall@1": 0.9571428571428572,
170
+ "recall@5": 0.9857142857142858,
171
+ "recall@10": 0.9892857142857143,
172
+ "f1@1": 0.9571428571428572,
173
+ "f1@5": 0.3285714285714287,
174
+ "f1@10": 0.1798701298701299,
175
+ "map@1": 0.9571428571428572,
176
+ "map@5": 0.9690476190476192,
177
+ "map@10": 0.9696428571428571,
178
+ "mrr@1": 0.9571428571428572,
179
+ "mrr@5": 0.9690476190476192,
180
+ "mrr@10": 0.9696428571428571,
181
+ "num_pred": 280,
182
+ "num_data": 280
183
+ },
184
+ "ViDoRe_tatdqa": {
185
+ "hit@1": 0.7199270959902795,
186
+ "hit@5": 0.8772782503037667,
187
+ "hit@10": 0.9082624544349939,
188
+ "ndcg_linear@1": 0.7199270959902795,
189
+ "ndcg_linear@5": 0.8053444332117097,
190
+ "ndcg_linear@10": 0.8153114293837406,
191
+ "ndcg_exponential@1": 0.7199270959902795,
192
+ "ndcg_exponential@5": 0.8053444332117097,
193
+ "ndcg_exponential@10": 0.8153114293837406,
194
+ "precision@1": 0.7199270959902795,
195
+ "precision@5": 0.17594167679222358,
196
+ "precision@10": 0.09106925880923451,
197
+ "recall@1": 0.7181044957472661,
198
+ "recall@5": 0.8766707168894289,
199
+ "recall@10": 0.907108140947752,
200
+ "f1@1": 0.7187120291616039,
201
+ "f1@5": 0.2929468263611642,
202
+ "f1@10": 0.16543871276556577,
203
+ "map@1": 0.7199270959902795,
204
+ "map@5": 0.7811867152693399,
205
+ "map@10": 0.7853504889197477,
206
+ "mrr@1": 0.7199270959902795,
207
+ "mrr@5": 0.7819461320372622,
208
+ "mrr@10": 0.7861706590291037,
209
+ "num_pred": 1646,
210
+ "num_data": 1646
211
+ },
212
+ "ViDoRe_shiftproject": {
213
+ "hit@1": 0.84,
214
+ "hit@5": 0.99,
215
+ "hit@10": 0.99,
216
+ "ndcg_linear@1": 0.84,
217
+ "ndcg_linear@5": 0.9320208679642894,
218
+ "ndcg_linear@10": 0.9320208679642894,
219
+ "ndcg_exponential@1": 0.84,
220
+ "ndcg_exponential@5": 0.9320208679642894,
221
+ "ndcg_exponential@10": 0.9320208679642894,
222
+ "precision@1": 0.84,
223
+ "precision@5": 0.19799999999999998,
224
+ "precision@10": 0.09899999999999999,
225
+ "recall@1": 0.84,
226
+ "recall@5": 0.99,
227
+ "recall@10": 0.99,
228
+ "f1@1": 0.84,
229
+ "f1@5": 0.3300000000000001,
230
+ "f1@10": 0.18000000000000008,
231
+ "map@1": 0.84,
232
+ "map@5": 0.9116666666666666,
233
+ "map@10": 0.9116666666666666,
234
+ "mrr@1": 0.84,
235
+ "mrr@5": 0.9116666666666666,
236
+ "mrr@10": 0.9116666666666666,
237
+ "num_pred": 100,
238
+ "num_data": 100
239
+ },
240
+ "ViDoRe_syntheticDocQA_artificial_intelligence": {
241
+ "hit@1": 0.97,
242
+ "hit@5": 1.0,
243
+ "hit@10": 1.0,
244
+ "ndcg_linear@1": 0.97,
245
+ "ndcg_linear@5": 0.9889278926071438,
246
+ "ndcg_linear@10": 0.9889278926071438,
247
+ "ndcg_exponential@1": 0.97,
248
+ "ndcg_exponential@5": 0.9889278926071438,
249
+ "ndcg_exponential@10": 0.9889278926071438,
250
+ "precision@1": 0.97,
251
+ "precision@5": 0.19999999999999996,
252
+ "precision@10": 0.09999999999999998,
253
+ "recall@1": 0.97,
254
+ "recall@5": 1.0,
255
+ "recall@10": 1.0,
256
+ "f1@1": 0.97,
257
+ "f1@5": 0.3333333333333335,
258
+ "f1@10": 0.1818181818181819,
259
+ "map@1": 0.97,
260
+ "map@5": 0.985,
261
+ "map@10": 0.985,
262
+ "mrr@1": 0.97,
263
+ "mrr@5": 0.985,
264
+ "mrr@10": 0.985,
265
+ "num_pred": 100,
266
+ "num_data": 100
267
+ },
268
+ "ViDoRe_syntheticDocQA_energy": {
269
+ "hit@1": 0.97,
270
+ "hit@5": 0.98,
271
+ "hit@10": 0.98,
272
+ "ndcg_linear@1": 0.97,
273
+ "ndcg_linear@5": 0.975,
274
+ "ndcg_linear@10": 0.975,
275
+ "ndcg_exponential@1": 0.97,
276
+ "ndcg_exponential@5": 0.975,
277
+ "ndcg_exponential@10": 0.975,
278
+ "precision@1": 0.97,
279
+ "precision@5": 0.19599999999999995,
280
+ "precision@10": 0.09799999999999998,
281
+ "recall@1": 0.97,
282
+ "recall@5": 0.98,
283
+ "recall@10": 0.98,
284
+ "f1@1": 0.97,
285
+ "f1@5": 0.32666666666666677,
286
+ "f1@10": 0.17818181818181827,
287
+ "map@1": 0.97,
288
+ "map@5": 0.9733333333333334,
289
+ "map@10": 0.9733333333333334,
290
+ "mrr@1": 0.97,
291
+ "mrr@5": 0.9733333333333334,
292
+ "mrr@10": 0.9733333333333334,
293
+ "num_pred": 100,
294
+ "num_data": 100
295
+ },
296
+ "ViDoRe_syntheticDocQA_government_reports": {
297
+ "hit@1": 0.92,
298
+ "hit@5": 1.0,
299
+ "hit@10": 1.0,
300
+ "ndcg_linear@1": 0.92,
301
+ "ndcg_linear@5": 0.9704743802857166,
302
+ "ndcg_linear@10": 0.9704743802857166,
303
+ "ndcg_exponential@1": 0.92,
304
+ "ndcg_exponential@5": 0.9704743802857166,
305
+ "ndcg_exponential@10": 0.9704743802857166,
306
+ "precision@1": 0.92,
307
+ "precision@5": 0.19999999999999996,
308
+ "precision@10": 0.09999999999999998,
309
+ "recall@1": 0.92,
310
+ "recall@5": 1.0,
311
+ "recall@10": 1.0,
312
+ "f1@1": 0.92,
313
+ "f1@5": 0.3333333333333335,
314
+ "f1@10": 0.1818181818181819,
315
+ "map@1": 0.92,
316
+ "map@5": 0.96,
317
+ "map@10": 0.96,
318
+ "mrr@1": 0.92,
319
+ "mrr@5": 0.96,
320
+ "mrr@10": 0.96,
321
+ "num_pred": 100,
322
+ "num_data": 100
323
+ },
324
+ "ViDoRe_syntheticDocQA_healthcare_industry": {
325
+ "hit@1": 0.97,
326
+ "hit@5": 1.0,
327
+ "hit@10": 1.0,
328
+ "ndcg_linear@1": 0.97,
329
+ "ndcg_linear@5": 0.9889278926071438,
330
+ "ndcg_linear@10": 0.9889278926071438,
331
+ "ndcg_exponential@1": 0.97,
332
+ "ndcg_exponential@5": 0.9889278926071438,
333
+ "ndcg_exponential@10": 0.9889278926071438,
334
+ "precision@1": 0.97,
335
+ "precision@5": 0.19999999999999996,
336
+ "precision@10": 0.09999999999999998,
337
+ "recall@1": 0.97,
338
+ "recall@5": 1.0,
339
+ "recall@10": 1.0,
340
+ "f1@1": 0.97,
341
+ "f1@5": 0.3333333333333335,
342
+ "f1@10": 0.1818181818181819,
343
+ "map@1": 0.97,
344
+ "map@5": 0.985,
345
+ "map@10": 0.985,
346
+ "mrr@1": 0.97,
347
+ "mrr@5": 0.985,
348
+ "mrr@10": 0.985,
349
+ "num_pred": 100,
350
+ "num_data": 100
351
+ },
352
+ "ViDoRe_esg_reports_human_labeled_v2": {
353
+ "hit@1": 0.6538461538461539,
354
+ "hit@5": 0.9230769230769231,
355
+ "hit@10": 0.9423076923076923,
356
+ "ndcg_linear@1": 0.641025641025641,
357
+ "ndcg_linear@5": 0.6966655919496014,
358
+ "ndcg_linear@10": 0.733131497521984,
359
+ "ndcg_exponential@1": 0.6373626373626373,
360
+ "ndcg_exponential@5": 0.6948514242332327,
361
+ "ndcg_exponential@10": 0.7318755837351579,
362
+ "precision@1": 0.6538461538461539,
363
+ "precision@5": 0.2769230769230769,
364
+ "precision@10": 0.17115384615384613,
365
+ "recall@1": 0.45705128205128204,
366
+ "recall@5": 0.7516566766566767,
367
+ "recall@10": 0.8447885447885448,
368
+ "f1@1": 0.4994787264018034,
369
+ "f1@5": 0.36507001984943166,
370
+ "f1@10": 0.26180311016283875,
371
+ "map@1": 0.6538461538461539,
372
+ "map@5": 0.6338675213675214,
373
+ "map@10": 0.6592124542124542,
374
+ "mrr@1": 0.6538461538461539,
375
+ "mrr@5": 0.7496794871794872,
376
+ "mrr@10": 0.75242673992674,
377
+ "num_pred": 52,
378
+ "num_data": 52
379
+ },
380
+ "ViDoRe_biomedical_lectures_v2_multilingual": {
381
+ "hit@1": 0.65,
382
+ "hit@5": 0.8953125,
383
+ "hit@10": 0.9296875,
384
+ "ndcg_linear@1": 0.65,
385
+ "ndcg_linear@5": 0.6562402629816803,
386
+ "ndcg_linear@10": 0.6784585024278407,
387
+ "ndcg_exponential@1": 0.65,
388
+ "ndcg_exponential@5": 0.6562402629816803,
389
+ "ndcg_exponential@10": 0.6784585024278407,
390
+ "precision@1": 0.65,
391
+ "precision@5": 0.29625,
392
+ "precision@10": 0.180625,
393
+ "recall@1": 0.38881299536860203,
394
+ "recall@5": 0.6801268461930225,
395
+ "recall@10": 0.7532207314744079,
396
+ "f1@1": 0.446800257034632,
397
+ "f1@5": 0.3668320464257965,
398
+ "f1@10": 0.2629332183509573,
399
+ "map@1": 0.65,
400
+ "map@5": 0.5831514756944445,
401
+ "map@10": 0.5953805449263039,
402
+ "mrr@1": 0.65,
403
+ "mrr@5": 0.7423177083333334,
404
+ "mrr@10": 0.7473536706349206,
405
+ "num_pred": 640,
406
+ "num_data": 640
407
+ },
408
+ "ViDoRe_economics_reports_v2_multilingual": {
409
+ "hit@1": 0.6336206896551724,
410
+ "hit@5": 0.8922413793103449,
411
+ "hit@10": 0.9741379310344828,
412
+ "ndcg_linear@1": 0.6336206896551724,
413
+ "ndcg_linear@5": 0.5532315265522255,
414
+ "ndcg_linear@10": 0.5374636502346765,
415
+ "ndcg_exponential@1": 0.6336206896551724,
416
+ "ndcg_exponential@5": 0.5532315265522254,
417
+ "ndcg_exponential@10": 0.5374636502346763,
418
+ "precision@1": 0.6336206896551724,
419
+ "precision@5": 0.481896551724138,
420
+ "precision@10": 0.3879310344827586,
421
+ "recall@1": 0.09838485941966914,
422
+ "recall@5": 0.2912142528785809,
423
+ "recall@10": 0.42209098163636366,
424
+ "f1@1": 0.14708907032011473,
425
+ "f1@5": 0.30369544878400445,
426
+ "f1@10": 0.3329010904169356,
427
+ "map@1": 0.6336206896551724,
428
+ "map@5": 0.44938577586206896,
429
+ "map@10": 0.3938226454374853,
430
+ "mrr@1": 0.6336206896551724,
431
+ "mrr@5": 0.7405172413793104,
432
+ "mrr@10": 0.7517840038314176,
433
+ "num_pred": 232,
434
+ "num_data": 232
435
+ },
436
+ "ViDoRe_esg_reports_v2_multilingual": {
437
+ "hit@1": 0.5921052631578947,
438
+ "hit@5": 0.881578947368421,
439
+ "hit@10": 0.9385964912280702,
440
+ "ndcg_linear@1": 0.5921052631578947,
441
+ "ndcg_linear@5": 0.6101777137499066,
442
+ "ndcg_linear@10": 0.6551157270033515,
443
+ "ndcg_exponential@1": 0.5921052631578947,
444
+ "ndcg_exponential@5": 0.6101777137499066,
445
+ "ndcg_exponential@10": 0.6551157270033515,
446
+ "precision@1": 0.5921052631578947,
447
+ "precision@5": 0.3043859649122808,
448
+ "precision@10": 0.20877192982456144,
449
+ "recall@1": 0.31408208020050127,
450
+ "recall@5": 0.6460474101921472,
451
+ "recall@10": 0.7767909356725147,
452
+ "f1@1": 0.3733188694077986,
453
+ "f1@5": 0.3593890210789965,
454
+ "f1@10": 0.28688654306423567,
455
+ "map@1": 0.5921052631578947,
456
+ "map@5": 0.5225024366471736,
457
+ "map@10": 0.5456528183885639,
458
+ "mrr@1": 0.5921052631578947,
459
+ "mrr@5": 0.6948099415204679,
460
+ "mrr@10": 0.7028108465608467,
461
+ "num_pred": 228,
462
+ "num_data": 228
463
+ },
464
+ "VisRAG_ArxivQA": {
465
+ "hit@1": 0.8541666666666666,
466
+ "hit@5": 0.9117647058823529,
467
+ "hit@10": 0.9240196078431373,
468
+ "ndcg_linear@1": 0.8541666666666666,
469
+ "ndcg_linear@5": 0.8857739794410532,
470
+ "ndcg_linear@10": 0.8898761350951867,
471
+ "ndcg_exponential@1": 0.8541666666666666,
472
+ "ndcg_exponential@5": 0.8857739794410532,
473
+ "ndcg_exponential@10": 0.8898761350951867,
474
+ "precision@1": 0.8541666666666666,
475
+ "precision@5": 0.1823529411764706,
476
+ "precision@10": 0.09240196078431373,
477
+ "recall@1": 0.8541666666666666,
478
+ "recall@5": 0.9117647058823529,
479
+ "recall@10": 0.9240196078431373,
480
+ "f1@1": 0.8541666666666666,
481
+ "f1@5": 0.30392156862745107,
482
+ "f1@10": 0.16800356506238864,
483
+ "map@1": 0.8541666666666666,
484
+ "map@5": 0.8770424836601308,
485
+ "map@10": 0.878817499221911,
486
+ "mrr@1": 0.8541666666666666,
487
+ "mrr@5": 0.8770424836601308,
488
+ "mrr@10": 0.878817499221911,
489
+ "num_pred": 816,
490
+ "num_data": 816
491
+ },
492
+ "VisRAG_ChartQA": {
493
+ "hit@1": 0.8571428571428571,
494
+ "hit@5": 0.9365079365079365,
495
+ "hit@10": 0.9682539682539683,
496
+ "ndcg_linear@1": 0.8571428571428571,
497
+ "ndcg_linear@5": 0.9019597749013931,
498
+ "ndcg_linear@10": 0.9115554844744664,
499
+ "ndcg_exponential@1": 0.8571428571428571,
500
+ "ndcg_exponential@5": 0.9019597749013931,
501
+ "ndcg_exponential@10": 0.9115554844744664,
502
+ "precision@1": 0.8571428571428571,
503
+ "precision@5": 0.1873015873015872,
504
+ "precision@10": 0.09682539682539677,
505
+ "recall@1": 0.8571428571428571,
506
+ "recall@5": 0.9365079365079365,
507
+ "recall@10": 0.9682539682539683,
508
+ "f1@1": 0.8571428571428571,
509
+ "f1@5": 0.31216931216931215,
510
+ "f1@10": 0.17604617604617606,
511
+ "map@1": 0.8571428571428571,
512
+ "map@5": 0.8902116402116402,
513
+ "map@10": 0.8937830687830688,
514
+ "mrr@1": 0.8571428571428571,
515
+ "mrr@5": 0.8902116402116402,
516
+ "mrr@10": 0.8937830687830688,
517
+ "num_pred": 63,
518
+ "num_data": 63
519
+ },
520
+ "VisRAG_MP-DocVQA": {
521
+ "hit@1": 0.8747884940778342,
522
+ "hit@5": 0.9441624365482234,
523
+ "hit@10": 0.9458544839255499,
524
+ "ndcg_linear@1": 0.8747884940778342,
525
+ "ndcg_linear@5": 0.9147271208702306,
526
+ "ndcg_linear@10": 0.9153298403069615,
527
+ "ndcg_exponential@1": 0.8747884940778342,
528
+ "ndcg_exponential@5": 0.9147271208702306,
529
+ "ndcg_exponential@10": 0.9153298403069615,
530
+ "precision@1": 0.8747884940778342,
531
+ "precision@5": 0.18883248730964466,
532
+ "precision@10": 0.09458544839255498,
533
+ "recall@1": 0.8747884940778342,
534
+ "recall@5": 0.9441624365482234,
535
+ "recall@10": 0.9458544839255499,
536
+ "f1@1": 0.8747884940778342,
537
+ "f1@5": 0.3147208121827412,
538
+ "f1@10": 0.17197354253191818,
539
+ "map@1": 0.8747884940778342,
540
+ "map@5": 0.9046813310772701,
541
+ "map@10": 0.9049633389734911,
542
+ "mrr@1": 0.8747884940778342,
543
+ "mrr@5": 0.9046813310772701,
544
+ "mrr@10": 0.9049633389734911,
545
+ "num_pred": 591,
546
+ "num_data": 591
547
+ },
548
+ "VisRAG_SlideVQA": {
549
+ "hit@1": 0.9730215827338129,
550
+ "hit@5": 0.9892086330935251,
551
+ "hit@10": 0.9892086330935251,
552
+ "ndcg_linear@1": 0.9730215827338129,
553
+ "ndcg_linear@5": 0.9738804695014562,
554
+ "ndcg_linear@10": 0.9749476286596516,
555
+ "ndcg_exponential@1": 0.9730215827338129,
556
+ "ndcg_exponential@5": 0.9738804695014562,
557
+ "ndcg_exponential@10": 0.9749476286596516,
558
+ "precision@1": 0.9730215827338129,
559
+ "precision@5": 0.24712230215827333,
560
+ "precision@10": 0.12410071942446044,
561
+ "recall@1": 0.8435251798561151,
562
+ "recall@5": 0.9811151079136691,
563
+ "recall@10": 0.9838129496402878,
564
+ "f1@1": 0.8866906474820144,
565
+ "f1@5": 0.38763275094210353,
566
+ "f1@10": 0.21784390669282758,
567
+ "map@1": 0.9730215827338129,
568
+ "map@5": 0.9669964028776978,
569
+ "map@10": 0.9677101176201895,
570
+ "mrr@1": 0.9730215827338129,
571
+ "mrr@5": 0.9803657074340526,
572
+ "mrr@10": 0.9803657074340526,
573
+ "num_pred": 556,
574
+ "num_data": 556
575
+ },
576
+ "VisRAG_InfoVQA": {
577
+ "hit@1": 0.9442896935933147,
578
+ "hit@5": 0.9902506963788301,
579
+ "hit@10": 0.9930362116991643,
580
+ "ndcg_linear@1": 0.9442896935933147,
581
+ "ndcg_linear@5": 0.9702654206682505,
582
+ "ndcg_linear@10": 0.9712008970803587,
583
+ "ndcg_exponential@1": 0.9442896935933147,
584
+ "ndcg_exponential@5": 0.9702654206682505,
585
+ "ndcg_exponential@10": 0.9712008970803587,
586
+ "precision@1": 0.9442896935933147,
587
+ "precision@5": 0.198050139275766,
588
+ "precision@10": 0.09930362116991641,
589
+ "recall@1": 0.9442896935933147,
590
+ "recall@5": 0.9902506963788301,
591
+ "recall@10": 0.9930362116991643,
592
+ "f1@1": 0.9442896935933147,
593
+ "f1@5": 0.3300835654596101,
594
+ "f1@10": 0.1805520384907572,
595
+ "map@1": 0.9442896935933147,
596
+ "map@5": 0.9635097493036211,
597
+ "map@10": 0.9639159702878366,
598
+ "mrr@1": 0.9442896935933147,
599
+ "mrr@5": 0.9635097493036211,
600
+ "mrr@10": 0.9639159702878366,
601
+ "num_pred": 718,
602
+ "num_data": 718
603
+ },
604
+ "VisRAG_PlotQA": {
605
+ "hit@1": 0.6199304750869061,
606
+ "hit@5": 0.8342989571263036,
607
+ "hit@10": 0.9026651216685979,
608
+ "ndcg_linear@1": 0.6199304750869061,
609
+ "ndcg_linear@5": 0.7330398707273698,
610
+ "ndcg_linear@10": 0.7558475545098476,
611
+ "ndcg_exponential@1": 0.6199304750869061,
612
+ "ndcg_exponential@5": 0.7330398707273698,
613
+ "ndcg_exponential@10": 0.7558475545098476,
614
+ "precision@1": 0.6199304750869061,
615
+ "precision@5": 0.16685979142526072,
616
+ "precision@10": 0.0902665121668598,
617
+ "recall@1": 0.6199304750869061,
618
+ "recall@5": 0.8342989571263036,
619
+ "recall@10": 0.9026651216685979,
620
+ "f1@1": 0.6199304750869061,
621
+ "f1@5": 0.2780996523754346,
622
+ "f1@10": 0.16412093121247237,
623
+ "map@1": 0.6199304750869061,
624
+ "map@5": 0.6994592506759366,
625
+ "map@10": 0.7092814839338594,
626
+ "mrr@1": 0.6199304750869061,
627
+ "mrr@5": 0.6994592506759366,
628
+ "mrr@10": 0.7092814839338594,
629
+ "num_pred": 863,
630
+ "num_data": 863
631
+ },
632
+ "ViDoSeek-page": {
633
+ "hit@1": 0.8432574430823118,
634
+ "hit@5": 0.9824868651488616,
635
+ "hit@10": 0.9929947460595446,
636
+ "ndcg_linear@1": 0.8432574430823118,
637
+ "ndcg_linear@5": 0.9242141622117759,
638
+ "ndcg_linear@10": 0.9275966231507304,
639
+ "ndcg_exponential@1": 0.8432574430823118,
640
+ "ndcg_exponential@5": 0.9242141622117759,
641
+ "ndcg_exponential@10": 0.9275966231507304,
642
+ "precision@1": 0.8432574430823118,
643
+ "precision@5": 0.1964973730297723,
644
+ "precision@10": 0.09929947460595445,
645
+ "recall@1": 0.8432574430823118,
646
+ "recall@5": 0.9824868651488616,
647
+ "recall@10": 0.9929947460595446,
648
+ "f1@1": 0.8432574430823118,
649
+ "f1@5": 0.3274956217162873,
650
+ "f1@10": 0.1805444992835536,
651
+ "map@1": 0.8432574430823118,
652
+ "map@5": 0.9042323409223584,
653
+ "map@10": 0.9056191449142412,
654
+ "mrr@1": 0.8432574430823118,
655
+ "mrr@5": 0.9042323409223584,
656
+ "mrr@10": 0.9056191449142412,
657
+ "num_pred": 1142,
658
+ "num_data": 1142
659
+ },
660
+ "ViDoSeek-doc": {
661
+ "hit@1": 0.999124343257443,
662
+ "hit@5": 0.999124343257443,
663
+ "hit@10": 0.999124343257443,
664
+ "ndcg_linear@1": 0.6809690601284297,
665
+ "ndcg_linear@5": 0.8562007204449199,
666
+ "ndcg_linear@10": 0.8689660325765963,
667
+ "ndcg_exponential@1": 0.4537152864648486,
668
+ "ndcg_exponential@5": 0.7322247984075969,
669
+ "ndcg_exponential@10": 0.7874241276466962,
670
+ "precision@1": 0.999124343257443,
671
+ "precision@5": 0.9542907180385286,
672
+ "precision@10": 0.9041155866900175,
673
+ "recall@1": 0.05887720215760543,
674
+ "recall@5": 0.28081188639973803,
675
+ "recall@10": 0.523138311691224,
676
+ "f1@1": 0.11044993861031512,
677
+ "f1@5": 0.4251225669018352,
678
+ "f1@10": 0.6478659587518671,
679
+ "map@1": 0.999124343257443,
680
+ "map@5": 0.9496876824284882,
681
+ "map@10": 0.9011732177384802,
682
+ "mrr@1": 0.999124343257443,
683
+ "mrr@5": 0.999124343257443,
684
+ "mrr@10": 0.999124343257443,
685
+ "num_pred": 1142,
686
+ "num_data": 1142
687
+ },
688
+ "MMLongBench-page": {
689
+ "hit@1": 0.6014319809069213,
690
+ "hit@5": 0.7541766109785203,
691
+ "hit@10": 0.7899761336515513,
692
+ "ndcg_linear@1": 0.6014319809069213,
693
+ "ndcg_linear@5": 0.6378160399273407,
694
+ "ndcg_linear@10": 0.6532110589977498,
695
+ "ndcg_exponential@1": 0.6014319809069213,
696
+ "ndcg_exponential@5": 0.6378160399273407,
697
+ "ndcg_exponential@10": 0.6532110589977498,
698
+ "precision@1": 0.6014319809069213,
699
+ "precision@5": 0.20501193317422436,
700
+ "precision@10": 0.11420047732696897,
701
+ "recall@1": 0.47259110883812555,
702
+ "recall@5": 0.675283649657158,
703
+ "recall@10": 0.7199606015835133,
704
+ "f1@1": 0.5097531148247139,
705
+ "f1@5": 0.2974952691715292,
706
+ "f1@10": 0.18788960706439348,
707
+ "map@1": 0.6014319809069213,
708
+ "map@5": 0.600797865287722,
709
+ "map@10": 0.6083312441258657,
710
+ "mrr@1": 0.6014319809069213,
711
+ "mrr@5": 0.6636435958631662,
712
+ "mrr@10": 0.6686522142667727,
713
+ "num_pred": 838,
714
+ "num_data": 838
715
+ },
716
+ "MMLongBench-doc": {
717
+ "hit@1": 0.7840095465393795,
718
+ "hit@5": 0.8520286396181385,
719
+ "hit@10": 0.8687350835322196,
720
+ "ndcg_linear@1": 0.5477326968973747,
721
+ "ndcg_linear@5": 0.5728213655451245,
722
+ "ndcg_linear@10": 0.553991578537584,
723
+ "ndcg_exponential@1": 0.378963518581657,
724
+ "ndcg_exponential@5": 0.4784314725211483,
725
+ "ndcg_exponential@10": 0.49301771081674534,
726
+ "precision@1": 0.7840095465393795,
727
+ "precision@5": 0.6338902147971361,
728
+ "precision@10": 0.5639618138424821,
729
+ "recall@1": 0.02558746692294942,
730
+ "recall@5": 0.10066990887251663,
731
+ "recall@10": 0.17456759629004007,
732
+ "f1@1": 0.04905195444864119,
733
+ "f1@5": 0.16668669303563957,
734
+ "f1@10": 0.2500187858942473,
735
+ "map@1": 0.7840095465393795,
736
+ "map@5": 0.6094351630867144,
737
+ "map@10": 0.5272828825245293,
738
+ "mrr@1": 0.7840095465393795,
739
+ "mrr@5": 0.8116149562450279,
740
+ "mrr@10": 0.8140110618630905,
741
+ "num_pred": 838,
742
+ "num_data": 838
743
+ }
744
+ }
745
+ }
746
+ }