Upload QQMM-embed-v4.json

#143
by youzexue - opened
Files changed (1) hide show
  1. scores/QQMM-embed-v4.json +2204 -0
scores/QQMM-embed-v4.json ADDED
@@ -0,0 +1,2204 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "metadata": {
3
+ "model_name": "QQMM-embed-v4",
4
+ "model_backbone": null,
5
+ "model_size": null,
6
+ "embedding_dimension": "2048",
7
+ "max_length_tokens": "10240",
8
+ "model_release_date": "2026-07-01",
9
+ "data_source": "Self-Reported",
10
+ "report_generated_date": "2026-07-01T21:25:45.719031"
11
+ },
12
+ "metrics": {
13
+ "image": {
14
+ "Place365": {
15
+ "hit@1": 0.558,
16
+ "hit@5": 0.782,
17
+ "hit@10": 0.851,
18
+ "ndcg_linear@1": 0.558,
19
+ "ndcg_linear@5": 0.6804985870915486,
20
+ "ndcg_linear@10": 0.7029123740512021,
21
+ "ndcg_exponential@1": 0.558,
22
+ "ndcg_exponential@5": 0.6804985870915486,
23
+ "ndcg_exponential@10": 0.7029123740512021,
24
+ "precision@1": 0.558,
25
+ "precision@5": 0.1564,
26
+ "precision@10": 0.08510000000000001,
27
+ "recall@1": 0.558,
28
+ "recall@5": 0.782,
29
+ "recall@10": 0.851,
30
+ "f1@1": 0.558,
31
+ "f1@5": 0.26066666666666677,
32
+ "f1@10": 0.1547272727272727,
33
+ "map@1": 0.558,
34
+ "map@5": 0.6464166666666666,
35
+ "map@10": 0.6557246031746031,
36
+ "mrr@1": 0.558,
37
+ "mrr@5": 0.6464166666666666,
38
+ "mrr@10": 0.6557246031746031,
39
+ "num_pred": 1000,
40
+ "num_data": 1000
41
+ },
42
+ "ImageNet-A": {
43
+ "hit@1": 0.724,
44
+ "hit@5": 0.917,
45
+ "hit@10": 0.955,
46
+ "ndcg_linear@1": 0.724,
47
+ "ndcg_linear@5": 0.8291993288618628,
48
+ "ndcg_linear@10": 0.8419960684358453,
49
+ "ndcg_exponential@1": 0.724,
50
+ "ndcg_exponential@5": 0.8291993288618628,
51
+ "ndcg_exponential@10": 0.8419960684358453,
52
+ "precision@1": 0.724,
53
+ "precision@5": 0.18340000000000004,
54
+ "precision@10": 0.09550000000000002,
55
+ "recall@1": 0.724,
56
+ "recall@5": 0.917,
57
+ "recall@10": 0.955,
58
+ "f1@1": 0.724,
59
+ "f1@5": 0.30566666666666664,
60
+ "f1@10": 0.17363636363636362,
61
+ "map@1": 0.724,
62
+ "map@5": 0.7997666666666666,
63
+ "map@10": 0.8053456349206349,
64
+ "mrr@1": 0.724,
65
+ "mrr@5": 0.7997666666666666,
66
+ "mrr@10": 0.8053456349206349,
67
+ "num_pred": 1000,
68
+ "num_data": 1000
69
+ },
70
+ "ImageNet-R": {
71
+ "hit@1": 0.914,
72
+ "hit@5": 0.991,
73
+ "hit@10": 0.997,
74
+ "ndcg_linear@1": 0.914,
75
+ "ndcg_linear@5": 0.9565042609497979,
76
+ "ndcg_linear@10": 0.9585550140545742,
77
+ "ndcg_exponential@1": 0.914,
78
+ "ndcg_exponential@5": 0.9565042609497979,
79
+ "ndcg_exponential@10": 0.9585550140545742,
80
+ "precision@1": 0.914,
81
+ "precision@5": 0.19820000000000002,
82
+ "precision@10": 0.09970000000000001,
83
+ "recall@1": 0.914,
84
+ "recall@5": 0.991,
85
+ "recall@10": 0.997,
86
+ "f1@1": 0.914,
87
+ "f1@5": 0.33033333333333337,
88
+ "f1@10": 0.18127272727272725,
89
+ "map@1": 0.914,
90
+ "map@5": 0.94485,
91
+ "map@10": 0.9457607142857143,
92
+ "mrr@1": 0.914,
93
+ "mrr@5": 0.94485,
94
+ "mrr@10": 0.9457607142857143,
95
+ "num_pred": 1000,
96
+ "num_data": 1000
97
+ },
98
+ "ObjectNet": {
99
+ "hit@1": 0.814,
100
+ "hit@5": 0.946,
101
+ "hit@10": 0.963,
102
+ "ndcg_linear@1": 0.814,
103
+ "ndcg_linear@5": 0.8863342830944969,
104
+ "ndcg_linear@10": 0.8918679202819696,
105
+ "ndcg_exponential@1": 0.814,
106
+ "ndcg_exponential@5": 0.8863342830944969,
107
+ "ndcg_exponential@10": 0.8918679202819696,
108
+ "precision@1": 0.814,
109
+ "precision@5": 0.18920000000000003,
110
+ "precision@10": 0.09630000000000001,
111
+ "recall@1": 0.814,
112
+ "recall@5": 0.946,
113
+ "recall@10": 0.963,
114
+ "f1@1": 0.814,
115
+ "f1@5": 0.3153333333333333,
116
+ "f1@10": 0.1750909090909091,
117
+ "map@1": 0.814,
118
+ "map@5": 0.8662666666666666,
119
+ "map@10": 0.8685670634920635,
120
+ "mrr@1": 0.814,
121
+ "mrr@5": 0.8662666666666666,
122
+ "mrr@10": 0.8685670634920635,
123
+ "num_pred": 1000,
124
+ "num_data": 1000
125
+ },
126
+ "Country211": {
127
+ "hit@1": 0.382,
128
+ "hit@5": 0.61,
129
+ "hit@10": 0.688,
130
+ "ndcg_linear@1": 0.382,
131
+ "ndcg_linear@5": 0.5030831343396671,
132
+ "ndcg_linear@10": 0.528303458015245,
133
+ "ndcg_exponential@1": 0.382,
134
+ "ndcg_exponential@5": 0.5030831343396671,
135
+ "ndcg_exponential@10": 0.528303458015245,
136
+ "precision@1": 0.382,
137
+ "precision@5": 0.122,
138
+ "precision@10": 0.0688,
139
+ "recall@1": 0.382,
140
+ "recall@5": 0.61,
141
+ "recall@10": 0.688,
142
+ "f1@1": 0.382,
143
+ "f1@5": 0.20333333333333337,
144
+ "f1@10": 0.1250909090909091,
145
+ "map@1": 0.382,
146
+ "map@5": 0.4675,
147
+ "map@10": 0.477909126984127,
148
+ "mrr@1": 0.382,
149
+ "mrr@5": 0.4675,
150
+ "mrr@10": 0.477909126984127,
151
+ "num_pred": 1000,
152
+ "num_data": 1000
153
+ },
154
+ "ScienceQA": {
155
+ "hit@1": 0.822,
156
+ "hit@5": 0.959,
157
+ "hit@10": 0.993,
158
+ "ndcg_linear@1": 0.822,
159
+ "ndcg_linear@5": 0.8989801585338157,
160
+ "ndcg_linear@10": 0.9104070613082754,
161
+ "ndcg_exponential@1": 0.822,
162
+ "ndcg_exponential@5": 0.8989801585338157,
163
+ "ndcg_exponential@10": 0.9104070613082754,
164
+ "precision@1": 0.822,
165
+ "precision@5": 0.1918,
166
+ "precision@10": 0.09930000000000001,
167
+ "recall@1": 0.822,
168
+ "recall@5": 0.959,
169
+ "recall@10": 0.993,
170
+ "f1@1": 0.822,
171
+ "f1@5": 0.31966666666666665,
172
+ "f1@10": 0.1805454545454545,
173
+ "map@1": 0.822,
174
+ "map@5": 0.8786666666666667,
175
+ "map@10": 0.8836400793650794,
176
+ "mrr@1": 0.822,
177
+ "mrr@5": 0.8786666666666667,
178
+ "mrr@10": 0.8836400793650794,
179
+ "num_pred": 1000,
180
+ "num_data": 1000
181
+ },
182
+ "VizWiz": {
183
+ "hit@1": 0.73,
184
+ "hit@5": 0.915,
185
+ "hit@10": 0.956,
186
+ "ndcg_linear@1": 0.73,
187
+ "ndcg_linear@5": 0.833669883848469,
188
+ "ndcg_linear@10": 0.8472710729796908,
189
+ "ndcg_exponential@1": 0.73,
190
+ "ndcg_exponential@5": 0.833669883848469,
191
+ "ndcg_exponential@10": 0.8472710729796908,
192
+ "precision@1": 0.73,
193
+ "precision@5": 0.183,
194
+ "precision@10": 0.09560000000000002,
195
+ "recall@1": 0.73,
196
+ "recall@5": 0.915,
197
+ "recall@10": 0.956,
198
+ "f1@1": 0.73,
199
+ "f1@5": 0.305,
200
+ "f1@10": 0.17381818181818182,
201
+ "map@1": 0.73,
202
+ "map@5": 0.8061333333333335,
203
+ "map@10": 0.8119507936507937,
204
+ "mrr@1": 0.73,
205
+ "mrr@5": 0.8061333333333335,
206
+ "mrr@10": 0.8119507936507937,
207
+ "num_pred": 1000,
208
+ "num_data": 1000
209
+ },
210
+ "GQA": {
211
+ "hit@1": 0.941,
212
+ "hit@5": 0.993,
213
+ "hit@10": 0.998,
214
+ "ndcg_linear@1": 0.941,
215
+ "ndcg_linear@5": 0.9717158194288149,
216
+ "ndcg_linear@10": 0.9733551881550394,
217
+ "ndcg_exponential@1": 0.941,
218
+ "ndcg_exponential@5": 0.9717158194288149,
219
+ "ndcg_exponential@10": 0.9733551881550394,
220
+ "precision@1": 0.941,
221
+ "precision@5": 0.19860000000000003,
222
+ "precision@10": 0.09980000000000001,
223
+ "recall@1": 0.941,
224
+ "recall@5": 0.993,
225
+ "recall@10": 0.998,
226
+ "f1@1": 0.941,
227
+ "f1@5": 0.331,
228
+ "f1@10": 0.18145454545454545,
229
+ "map@1": 0.941,
230
+ "map@5": 0.9643666666666667,
231
+ "map@10": 0.9650551587301587,
232
+ "mrr@1": 0.941,
233
+ "mrr@5": 0.9643666666666667,
234
+ "mrr@10": 0.9650551587301587,
235
+ "num_pred": 1000,
236
+ "num_data": 1000
237
+ },
238
+ "TextVQA": {
239
+ "hit@1": 0.912,
240
+ "hit@5": 0.958,
241
+ "hit@10": 0.967,
242
+ "ndcg_linear@1": 0.912,
243
+ "ndcg_linear@5": 0.9386346230799288,
244
+ "ndcg_linear@10": 0.9415714956051239,
245
+ "ndcg_exponential@1": 0.912,
246
+ "ndcg_exponential@5": 0.9386346230799288,
247
+ "ndcg_exponential@10": 0.9415714956051239,
248
+ "precision@1": 0.912,
249
+ "precision@5": 0.19160000000000002,
250
+ "precision@10": 0.09670000000000002,
251
+ "recall@1": 0.912,
252
+ "recall@5": 0.958,
253
+ "recall@10": 0.967,
254
+ "f1@1": 0.912,
255
+ "f1@5": 0.31933333333333336,
256
+ "f1@10": 0.17581818181818182,
257
+ "map@1": 0.912,
258
+ "map@5": 0.9320166666666667,
259
+ "map@10": 0.9332436507936509,
260
+ "mrr@1": 0.912,
261
+ "mrr@5": 0.9320166666666667,
262
+ "mrr@10": 0.9332436507936509,
263
+ "num_pred": 1000,
264
+ "num_data": 1000
265
+ },
266
+ "OVEN": {
267
+ "hit@1": 0.795,
268
+ "hit@5": 0.943,
269
+ "hit@10": 0.969,
270
+ "ndcg_linear@1": 0.795,
271
+ "ndcg_linear@5": 0.8763131214845491,
272
+ "ndcg_linear@10": 0.8849491361239578,
273
+ "ndcg_exponential@1": 0.795,
274
+ "ndcg_exponential@5": 0.8763131214845491,
275
+ "ndcg_exponential@10": 0.8849491361239578,
276
+ "precision@1": 0.795,
277
+ "precision@5": 0.18860000000000002,
278
+ "precision@10": 0.0969,
279
+ "recall@1": 0.795,
280
+ "recall@5": 0.943,
281
+ "recall@10": 0.969,
282
+ "f1@1": 0.795,
283
+ "f1@5": 0.31433333333333335,
284
+ "f1@10": 0.17618181818181816,
285
+ "map@1": 0.795,
286
+ "map@5": 0.8539333333333334,
287
+ "map@10": 0.8576305555555555,
288
+ "mrr@1": 0.795,
289
+ "mrr@5": 0.8539333333333334,
290
+ "mrr@10": 0.8576305555555555,
291
+ "num_pred": 1000,
292
+ "num_data": 1000
293
+ },
294
+ "FashionIQ": {
295
+ "hit@1": 0.468,
296
+ "hit@5": 0.744,
297
+ "hit@10": 0.826,
298
+ "ndcg_linear@1": 0.468,
299
+ "ndcg_linear@5": 0.6163084509004279,
300
+ "ndcg_linear@10": 0.6431656356444792,
301
+ "ndcg_exponential@1": 0.468,
302
+ "ndcg_exponential@5": 0.6163084509004279,
303
+ "ndcg_exponential@10": 0.6431656356444792,
304
+ "precision@1": 0.468,
305
+ "precision@5": 0.1488,
306
+ "precision@10": 0.08259999999999999,
307
+ "recall@1": 0.468,
308
+ "recall@5": 0.744,
309
+ "recall@10": 0.826,
310
+ "f1@1": 0.468,
311
+ "f1@5": 0.24800000000000005,
312
+ "f1@10": 0.1501818181818182,
313
+ "map@1": 0.468,
314
+ "map@5": 0.5737166666666667,
315
+ "map@10": 0.5849928571428572,
316
+ "mrr@1": 0.468,
317
+ "mrr@5": 0.5737166666666667,
318
+ "mrr@10": 0.5849928571428572,
319
+ "num_pred": 1000,
320
+ "num_data": 1000
321
+ },
322
+ "EDIS": {
323
+ "hit@1": 0.959,
324
+ "hit@5": 0.996,
325
+ "hit@10": 0.998,
326
+ "ndcg_linear@1": 0.959,
327
+ "ndcg_linear@5": 0.9806446623859575,
328
+ "ndcg_linear@10": 0.9812491920890611,
329
+ "ndcg_exponential@1": 0.959,
330
+ "ndcg_exponential@5": 0.9806446623859575,
331
+ "ndcg_exponential@10": 0.9812491920890611,
332
+ "precision@1": 0.959,
333
+ "precision@5": 0.19920000000000004,
334
+ "precision@10": 0.09980000000000001,
335
+ "recall@1": 0.959,
336
+ "recall@5": 0.996,
337
+ "recall@10": 0.998,
338
+ "f1@1": 0.959,
339
+ "f1@5": 0.332,
340
+ "f1@10": 0.18145454545454545,
341
+ "map@1": 0.959,
342
+ "map@5": 0.9753666666666667,
343
+ "map@10": 0.9755916666666667,
344
+ "mrr@1": 0.959,
345
+ "mrr@5": 0.9753666666666667,
346
+ "mrr@10": 0.9755916666666667,
347
+ "num_pred": 1000,
348
+ "num_data": 1000
349
+ },
350
+ "Wiki-SS-NQ": {
351
+ "hit@1": 0.888,
352
+ "hit@5": 0.978,
353
+ "hit@10": 0.987,
354
+ "ndcg_linear@1": 0.888,
355
+ "ndcg_linear@5": 0.9405625156870724,
356
+ "ndcg_linear@10": 0.9434730807830672,
357
+ "ndcg_exponential@1": 0.888,
358
+ "ndcg_exponential@5": 0.9405625156870724,
359
+ "ndcg_exponential@10": 0.9434730807830672,
360
+ "precision@1": 0.888,
361
+ "precision@5": 0.19560000000000002,
362
+ "precision@10": 0.09870000000000002,
363
+ "recall@1": 0.888,
364
+ "recall@5": 0.978,
365
+ "recall@10": 0.987,
366
+ "f1@1": 0.888,
367
+ "f1@5": 0.326,
368
+ "f1@10": 0.17945454545454545,
369
+ "map@1": 0.888,
370
+ "map@5": 0.9276833333333334,
371
+ "map@10": 0.9288825396825395,
372
+ "mrr@1": 0.888,
373
+ "mrr@5": 0.9276833333333334,
374
+ "mrr@10": 0.9288825396825395,
375
+ "num_pred": 1000,
376
+ "num_data": 1000
377
+ },
378
+ "Visual7W-Pointing": {
379
+ "hit@1": 0.992,
380
+ "hit@5": 1,
381
+ "hit@10": 1,
382
+ "ndcg_linear@1": 0.992,
383
+ "ndcg_linear@5": 0.9963590309403998,
384
+ "ndcg_linear@10": 0.9963590309403998,
385
+ "ndcg_exponential@1": 0.992,
386
+ "ndcg_exponential@5": 0.9963590309403998,
387
+ "ndcg_exponential@10": 0.9963590309403998,
388
+ "precision@1": 0.992,
389
+ "precision@5": 0.20000000000000004,
390
+ "precision@10": 0.10000000000000002,
391
+ "recall@1": 0.992,
392
+ "recall@5": 1,
393
+ "recall@10": 1,
394
+ "f1@1": 0.992,
395
+ "f1@5": 0.3333333333333333,
396
+ "f1@10": 0.18181818181818182,
397
+ "map@1": 0.992,
398
+ "map@5": 0.99515,
399
+ "map@10": 0.99515,
400
+ "mrr@1": 0.992,
401
+ "mrr@5": 0.99515,
402
+ "mrr@10": 0.99515,
403
+ "num_pred": 1000,
404
+ "num_data": 1000
405
+ },
406
+ "RefCOCO": {
407
+ "hit@1": 0.973,
408
+ "hit@5": 0.998,
409
+ "hit@10": 0.999,
410
+ "ndcg_linear@1": 0.973,
411
+ "ndcg_linear@5": 0.9881802013830739,
412
+ "ndcg_linear@10": 0.988536408570182,
413
+ "ndcg_exponential@1": 0.973,
414
+ "ndcg_exponential@5": 0.9881802013830739,
415
+ "ndcg_exponential@10": 0.988536408570182,
416
+ "precision@1": 0.973,
417
+ "precision@5": 0.19960000000000003,
418
+ "precision@10": 0.0999,
419
+ "recall@1": 0.973,
420
+ "recall@5": 0.998,
421
+ "recall@10": 0.999,
422
+ "f1@1": 0.973,
423
+ "f1@5": 0.3326666666666666,
424
+ "f1@10": 0.18163636363636362,
425
+ "map@1": 0.973,
426
+ "map@5": 0.98475,
427
+ "map@10": 0.9849166666666667,
428
+ "mrr@1": 0.973,
429
+ "mrr@5": 0.98475,
430
+ "mrr@10": 0.9849166666666667,
431
+ "num_pred": 1000,
432
+ "num_data": 1000
433
+ },
434
+ "RefCOCO-Matching": {
435
+ "hit@1": 0.944,
436
+ "hit@5": 0.999,
437
+ "hit@10": 0.999,
438
+ "ndcg_linear@1": 0.944,
439
+ "ndcg_linear@5": 0.9787011364464302,
440
+ "ndcg_linear@10": 0.9787011364464302,
441
+ "ndcg_exponential@1": 0.944,
442
+ "ndcg_exponential@5": 0.9787011364464302,
443
+ "ndcg_exponential@10": 0.9787011364464302,
444
+ "precision@1": 0.944,
445
+ "precision@5": 0.19980000000000003,
446
+ "precision@10": 0.09990000000000002,
447
+ "recall@1": 0.944,
448
+ "recall@5": 0.999,
449
+ "recall@10": 0.999,
450
+ "f1@1": 0.944,
451
+ "f1@5": 0.333,
452
+ "f1@10": 0.18163636363636362,
453
+ "map@1": 0.944,
454
+ "map@5": 0.9715,
455
+ "map@10": 0.9715,
456
+ "mrr@1": 0.944,
457
+ "mrr@5": 0.9715,
458
+ "mrr@10": 0.9715,
459
+ "num_pred": 1000,
460
+ "num_data": 1000
461
+ },
462
+ "A-OKVQA": {
463
+ "hit@1": 0.716,
464
+ "hit@5": 0.931,
465
+ "hit@10": 0.955,
466
+ "ndcg_linear@1": 0.716,
467
+ "ndcg_linear@5": 0.8360181778039282,
468
+ "ndcg_linear@10": 0.8439969552605646,
469
+ "ndcg_exponential@1": 0.716,
470
+ "ndcg_exponential@5": 0.8360181778039282,
471
+ "ndcg_exponential@10": 0.8439969552605646,
472
+ "precision@1": 0.716,
473
+ "precision@5": 0.18620000000000003,
474
+ "precision@10": 0.0955,
475
+ "recall@1": 0.716,
476
+ "recall@5": 0.931,
477
+ "recall@10": 0.955,
478
+ "f1@1": 0.716,
479
+ "f1@5": 0.31033333333333335,
480
+ "f1@10": 0.17363636363636362,
481
+ "map@1": 0.716,
482
+ "map@5": 0.8038666666666667,
483
+ "map@10": 0.807286111111111,
484
+ "mrr@1": 0.716,
485
+ "mrr@5": 0.8038666666666667,
486
+ "mrr@10": 0.807286111111111,
487
+ "num_pred": 1000,
488
+ "num_data": 1000
489
+ },
490
+ "ChartQA": {
491
+ "hit@1": 0.85,
492
+ "hit@5": 0.937,
493
+ "hit@10": 0.948,
494
+ "ndcg_linear@1": 0.85,
495
+ "ndcg_linear@5": 0.8983343870254726,
496
+ "ndcg_linear@10": 0.9019394054178684,
497
+ "ndcg_exponential@1": 0.85,
498
+ "ndcg_exponential@5": 0.8983343870254726,
499
+ "ndcg_exponential@10": 0.9019394054178684,
500
+ "precision@1": 0.85,
501
+ "precision@5": 0.18740000000000004,
502
+ "precision@10": 0.09480000000000001,
503
+ "recall@1": 0.85,
504
+ "recall@5": 0.937,
505
+ "recall@10": 0.948,
506
+ "f1@1": 0.85,
507
+ "f1@5": 0.31233333333333335,
508
+ "f1@10": 0.17236363636363639,
509
+ "map@1": 0.85,
510
+ "map@5": 0.8853166666666666,
511
+ "map@10": 0.886834126984127,
512
+ "mrr@1": 0.85,
513
+ "mrr@5": 0.8853166666666666,
514
+ "mrr@10": 0.886834126984127,
515
+ "num_pred": 1000,
516
+ "num_data": 1000
517
+ },
518
+ "CIRR": {
519
+ "hit@1": 0.747,
520
+ "hit@5": 0.955,
521
+ "hit@10": 0.976,
522
+ "ndcg_linear@1": 0.747,
523
+ "ndcg_linear@5": 0.8595773815409254,
524
+ "ndcg_linear@10": 0.8663727589666823,
525
+ "ndcg_exponential@1": 0.747,
526
+ "ndcg_exponential@5": 0.8595773815409254,
527
+ "ndcg_exponential@10": 0.8663727589666823,
528
+ "precision@1": 0.747,
529
+ "precision@5": 0.19100000000000003,
530
+ "precision@10": 0.0976,
531
+ "recall@1": 0.747,
532
+ "recall@5": 0.955,
533
+ "recall@10": 0.976,
534
+ "f1@1": 0.747,
535
+ "f1@5": 0.31833333333333336,
536
+ "f1@10": 0.17745454545454545,
537
+ "map@1": 0.747,
538
+ "map@5": 0.8276666666666667,
539
+ "map@10": 0.8304730158730158,
540
+ "mrr@1": 0.747,
541
+ "mrr@5": 0.8276666666666667,
542
+ "mrr@10": 0.8304730158730158,
543
+ "num_pred": 1000,
544
+ "num_data": 1000
545
+ },
546
+ "DocVQA": {
547
+ "hit@1": 0.966,
548
+ "hit@5": 0.998,
549
+ "hit@10": 1,
550
+ "ndcg_linear@1": 0.966,
551
+ "ndcg_linear@5": 0.9856838156608068,
552
+ "ndcg_linear@10": 0.9863410528435789,
553
+ "ndcg_exponential@1": 0.966,
554
+ "ndcg_exponential@5": 0.9856838156608068,
555
+ "ndcg_exponential@10": 0.9863410528435789,
556
+ "precision@1": 0.966,
557
+ "precision@5": 0.19960000000000003,
558
+ "precision@10": 0.10000000000000002,
559
+ "recall@1": 0.966,
560
+ "recall@5": 0.998,
561
+ "recall@10": 1,
562
+ "f1@1": 0.966,
563
+ "f1@5": 0.3326666666666666,
564
+ "f1@10": 0.18181818181818182,
565
+ "map@1": 0.966,
566
+ "map@5": 0.9813666666666666,
567
+ "map@10": 0.9816444444444444,
568
+ "mrr@1": 0.966,
569
+ "mrr@5": 0.9813666666666666,
570
+ "mrr@10": 0.9816444444444444,
571
+ "num_pred": 1000,
572
+ "num_data": 1000
573
+ },
574
+ "HatefulMemes": {
575
+ "hit@1": 0.846,
576
+ "hit@5": 1,
577
+ "hit@10": 1,
578
+ "ndcg_linear@1": 0.846,
579
+ "ndcg_linear@5": 0.9431631820500045,
580
+ "ndcg_linear@10": 0.9431631820500045,
581
+ "ndcg_exponential@1": 0.846,
582
+ "ndcg_exponential@5": 0.9431631820500045,
583
+ "ndcg_exponential@10": 0.9431631820500045,
584
+ "precision@1": 0.846,
585
+ "precision@5": 0.20000000000000004,
586
+ "precision@10": 0.10000000000000002,
587
+ "recall@1": 0.846,
588
+ "recall@5": 1,
589
+ "recall@10": 1,
590
+ "f1@1": 0.846,
591
+ "f1@5": 0.3333333333333333,
592
+ "f1@10": 0.18181818181818182,
593
+ "map@1": 0.846,
594
+ "map@5": 0.923,
595
+ "map@10": 0.923,
596
+ "mrr@1": 0.846,
597
+ "mrr@5": 0.923,
598
+ "mrr@10": 0.923,
599
+ "num_pred": 1000,
600
+ "num_data": 1000
601
+ },
602
+ "ImageNet-1K": {
603
+ "hit@1": 0.839,
604
+ "hit@5": 0.974,
605
+ "hit@10": 0.989,
606
+ "ndcg_linear@1": 0.839,
607
+ "ndcg_linear@5": 0.9149600276727673,
608
+ "ndcg_linear@10": 0.9198412478321605,
609
+ "ndcg_exponential@1": 0.839,
610
+ "ndcg_exponential@5": 0.9149600276727673,
611
+ "ndcg_exponential@10": 0.9198412478321605,
612
+ "precision@1": 0.839,
613
+ "precision@5": 0.19480000000000003,
614
+ "precision@10": 0.09890000000000002,
615
+ "recall@1": 0.839,
616
+ "recall@5": 0.974,
617
+ "recall@10": 0.989,
618
+ "f1@1": 0.839,
619
+ "f1@5": 0.3246666666666666,
620
+ "f1@10": 0.17981818181818182,
621
+ "map@1": 0.839,
622
+ "map@5": 0.8949333333333334,
623
+ "map@10": 0.8969674603174603,
624
+ "mrr@1": 0.839,
625
+ "mrr@5": 0.8949333333333334,
626
+ "mrr@10": 0.8969674603174603,
627
+ "num_pred": 1000,
628
+ "num_data": 1000
629
+ },
630
+ "InfographicsVQA": {
631
+ "hit@1": 0.924,
632
+ "hit@5": 0.986,
633
+ "hit@10": 0.993,
634
+ "ndcg_linear@1": 0.924,
635
+ "ndcg_linear@5": 0.959769167111233,
636
+ "ndcg_linear@10": 0.9621532535493427,
637
+ "ndcg_exponential@1": 0.924,
638
+ "ndcg_exponential@5": 0.959769167111233,
639
+ "ndcg_exponential@10": 0.9621532535493427,
640
+ "precision@1": 0.924,
641
+ "precision@5": 0.19720000000000004,
642
+ "precision@10": 0.09930000000000001,
643
+ "recall@1": 0.924,
644
+ "recall@5": 0.986,
645
+ "recall@10": 0.993,
646
+ "f1@1": 0.924,
647
+ "f1@5": 0.3286666666666666,
648
+ "f1@10": 0.1805454545454545,
649
+ "map@1": 0.924,
650
+ "map@5": 0.9508,
651
+ "map@10": 0.9518535714285715,
652
+ "mrr@1": 0.924,
653
+ "mrr@5": 0.9508,
654
+ "mrr@10": 0.9518535714285715,
655
+ "num_pred": 1000,
656
+ "num_data": 1000
657
+ },
658
+ "MSCOCO": {
659
+ "hit@1": 0.933,
660
+ "hit@5": 0.984,
661
+ "hit@10": 0.992,
662
+ "ndcg_linear@1": 0.933,
663
+ "ndcg_linear@5": 0.9613768925498303,
664
+ "ndcg_linear@10": 0.9640212666732816,
665
+ "ndcg_exponential@1": 0.933,
666
+ "ndcg_exponential@5": 0.9613768925498303,
667
+ "ndcg_exponential@10": 0.9640212666732816,
668
+ "precision@1": 0.933,
669
+ "precision@5": 0.1968,
670
+ "precision@10": 0.09920000000000001,
671
+ "recall@1": 0.933,
672
+ "recall@5": 0.984,
673
+ "recall@10": 0.992,
674
+ "f1@1": 0.933,
675
+ "f1@5": 0.328,
676
+ "f1@10": 0.1803636363636363,
677
+ "map@1": 0.933,
678
+ "map@5": 0.95375,
679
+ "map@10": 0.9548730158730159,
680
+ "mrr@1": 0.933,
681
+ "mrr@5": 0.95375,
682
+ "mrr@10": 0.9548730158730159,
683
+ "num_pred": 1000,
684
+ "num_data": 1000
685
+ },
686
+ "MSCOCO_i2t": {
687
+ "hit@1": 0.783,
688
+ "hit@5": 0.965,
689
+ "hit@10": 0.99,
690
+ "ndcg_linear@1": 0.783,
691
+ "ndcg_linear@5": 0.8836448988566926,
692
+ "ndcg_linear@10": 0.8918829075137534,
693
+ "ndcg_exponential@1": 0.783,
694
+ "ndcg_exponential@5": 0.8836448988566926,
695
+ "ndcg_exponential@10": 0.8918829075137534,
696
+ "precision@1": 0.783,
697
+ "precision@5": 0.19300000000000006,
698
+ "precision@10": 0.099,
699
+ "recall@1": 0.783,
700
+ "recall@5": 0.965,
701
+ "recall@10": 0.99,
702
+ "f1@1": 0.783,
703
+ "f1@5": 0.3216666666666667,
704
+ "f1@10": 0.17999999999999997,
705
+ "map@1": 0.783,
706
+ "map@5": 0.8562166666666667,
707
+ "map@10": 0.8597071428571428,
708
+ "mrr@1": 0.783,
709
+ "mrr@5": 0.8562166666666667,
710
+ "mrr@10": 0.8597071428571428,
711
+ "num_pred": 1000,
712
+ "num_data": 1000
713
+ },
714
+ "MSCOCO_t2i": {
715
+ "hit@1": 0.828,
716
+ "hit@5": 0.963,
717
+ "hit@10": 0.985,
718
+ "ndcg_linear@1": 0.828,
719
+ "ndcg_linear@5": 0.9036293862226428,
720
+ "ndcg_linear@10": 0.9108013090038309,
721
+ "ndcg_exponential@1": 0.828,
722
+ "ndcg_exponential@5": 0.9036293862226428,
723
+ "ndcg_exponential@10": 0.9108013090038309,
724
+ "precision@1": 0.828,
725
+ "precision@5": 0.19260000000000002,
726
+ "precision@10": 0.09850000000000002,
727
+ "recall@1": 0.828,
728
+ "recall@5": 0.963,
729
+ "recall@10": 0.985,
730
+ "f1@1": 0.828,
731
+ "f1@5": 0.321,
732
+ "f1@10": 0.17909090909090908,
733
+ "map@1": 0.828,
734
+ "map@5": 0.8835,
735
+ "map@10": 0.8864936507936507,
736
+ "mrr@1": 0.828,
737
+ "mrr@5": 0.8835,
738
+ "mrr@10": 0.8864936507936507,
739
+ "num_pred": 1000,
740
+ "num_data": 1000
741
+ },
742
+ "N24News": {
743
+ "hit@1": 0.825,
744
+ "hit@5": 0.971,
745
+ "hit@10": 0.991,
746
+ "ndcg_linear@1": 0.825,
747
+ "ndcg_linear@5": 0.9062716467090908,
748
+ "ndcg_linear@10": 0.9129816975077327,
749
+ "ndcg_exponential@1": 0.825,
750
+ "ndcg_exponential@5": 0.9062716467090908,
751
+ "ndcg_exponential@10": 0.9129816975077327,
752
+ "precision@1": 0.825,
753
+ "precision@5": 0.19420000000000004,
754
+ "precision@10": 0.09910000000000002,
755
+ "recall@1": 0.825,
756
+ "recall@5": 0.971,
757
+ "recall@10": 0.991,
758
+ "f1@1": 0.825,
759
+ "f1@5": 0.3236666666666666,
760
+ "f1@10": 0.1801818181818182,
761
+ "map@1": 0.825,
762
+ "map@5": 0.8844333333333334,
763
+ "map@10": 0.8873448412698413,
764
+ "mrr@1": 0.825,
765
+ "mrr@5": 0.8844333333333334,
766
+ "mrr@10": 0.8873448412698413,
767
+ "num_pred": 1000,
768
+ "num_data": 1000
769
+ },
770
+ "NIGHTS": {
771
+ "hit@1": 0.715,
772
+ "hit@5": 0.991,
773
+ "hit@10": 0.995,
774
+ "ndcg_linear@1": 0.715,
775
+ "ndcg_linear@5": 0.8738780926703981,
776
+ "ndcg_linear@10": 0.8752621791085079,
777
+ "ndcg_exponential@1": 0.715,
778
+ "ndcg_exponential@5": 0.8738780926703981,
779
+ "ndcg_exponential@10": 0.8752621791085079,
780
+ "precision@1": 0.715,
781
+ "precision@5": 0.19820000000000004,
782
+ "precision@10": 0.09950000000000002,
783
+ "recall@1": 0.715,
784
+ "recall@5": 0.991,
785
+ "recall@10": 0.995,
786
+ "f1@1": 0.715,
787
+ "f1@5": 0.33033333333333337,
788
+ "f1@10": 0.18090909090909088,
789
+ "map@1": 0.715,
790
+ "map@5": 0.8337833333333333,
791
+ "map@10": 0.8344083333333333,
792
+ "mrr@1": 0.715,
793
+ "mrr@5": 0.8337833333333333,
794
+ "mrr@10": 0.8344083333333333,
795
+ "num_pred": 1000,
796
+ "num_data": 1000
797
+ },
798
+ "OK-VQA": {
799
+ "hit@1": 0.792,
800
+ "hit@5": 0.941,
801
+ "hit@10": 0.964,
802
+ "ndcg_linear@1": 0.792,
803
+ "ndcg_linear@5": 0.8753883820550936,
804
+ "ndcg_linear@10": 0.8830168556118236,
805
+ "ndcg_exponential@1": 0.792,
806
+ "ndcg_exponential@5": 0.8753883820550936,
807
+ "ndcg_exponential@10": 0.8830168556118236,
808
+ "precision@1": 0.792,
809
+ "precision@5": 0.1882,
810
+ "precision@10": 0.09640000000000001,
811
+ "recall@1": 0.792,
812
+ "recall@5": 0.941,
813
+ "recall@10": 0.964,
814
+ "f1@1": 0.792,
815
+ "f1@5": 0.3136666666666667,
816
+ "f1@10": 0.17527272727272725,
817
+ "map@1": 0.792,
818
+ "map@5": 0.8531666666666667,
819
+ "map@10": 0.8564261904761904,
820
+ "mrr@1": 0.792,
821
+ "mrr@5": 0.8531666666666667,
822
+ "mrr@10": 0.8564261904761904,
823
+ "num_pred": 1000,
824
+ "num_data": 1000
825
+ },
826
+ "SUN397": {
827
+ "hit@1": 0.834,
828
+ "hit@5": 0.981,
829
+ "hit@10": 0.992,
830
+ "ndcg_linear@1": 0.834,
831
+ "ndcg_linear@5": 0.9179826904887963,
832
+ "ndcg_linear@10": 0.921657320953758,
833
+ "ndcg_exponential@1": 0.834,
834
+ "ndcg_exponential@5": 0.9179826904887963,
835
+ "ndcg_exponential@10": 0.921657320953758,
836
+ "precision@1": 0.834,
837
+ "precision@5": 0.19620000000000004,
838
+ "precision@10": 0.09920000000000001,
839
+ "recall@1": 0.834,
840
+ "recall@5": 0.981,
841
+ "recall@10": 0.992,
842
+ "f1@1": 0.834,
843
+ "f1@5": 0.327,
844
+ "f1@10": 0.18036363636363634,
845
+ "map@1": 0.834,
846
+ "map@5": 0.8965,
847
+ "map@10": 0.8980869047619049,
848
+ "mrr@1": 0.834,
849
+ "mrr@5": 0.8965,
850
+ "mrr@10": 0.8980869047619049,
851
+ "num_pred": 1000,
852
+ "num_data": 1000
853
+ },
854
+ "VisDial": {
855
+ "hit@1": 0.9,
856
+ "hit@5": 0.983,
857
+ "hit@10": 0.995,
858
+ "ndcg_linear@1": 0.9,
859
+ "ndcg_linear@5": 0.9462460157203877,
860
+ "ndcg_linear@10": 0.9502480762314811,
861
+ "ndcg_exponential@1": 0.9,
862
+ "ndcg_exponential@5": 0.9462460157203877,
863
+ "ndcg_exponential@10": 0.9502480762314811,
864
+ "precision@1": 0.9,
865
+ "precision@5": 0.19660000000000002,
866
+ "precision@10": 0.09950000000000002,
867
+ "recall@1": 0.9,
868
+ "recall@5": 0.983,
869
+ "recall@10": 0.995,
870
+ "f1@1": 0.9,
871
+ "f1@5": 0.3276666666666666,
872
+ "f1@10": 0.1809090909090909,
873
+ "map@1": 0.9,
874
+ "map@5": 0.9338,
875
+ "map@10": 0.9355230158730158,
876
+ "mrr@1": 0.9,
877
+ "mrr@5": 0.9338,
878
+ "mrr@10": 0.9355230158730158,
879
+ "num_pred": 1000,
880
+ "num_data": 1000
881
+ },
882
+ "Visual7W": {
883
+ "hit@1": 0.675,
884
+ "hit@5": 0.932,
885
+ "hit@10": 0.974,
886
+ "ndcg_linear@1": 0.675,
887
+ "ndcg_linear@5": 0.8178542664575782,
888
+ "ndcg_linear@10": 0.8317198774289861,
889
+ "ndcg_exponential@1": 0.675,
890
+ "ndcg_exponential@5": 0.8178542664575782,
891
+ "ndcg_exponential@10": 0.8317198774289861,
892
+ "precision@1": 0.675,
893
+ "precision@5": 0.18640000000000004,
894
+ "precision@10": 0.0974,
895
+ "recall@1": 0.675,
896
+ "recall@5": 0.932,
897
+ "recall@10": 0.974,
898
+ "f1@1": 0.675,
899
+ "f1@5": 0.3106666666666667,
900
+ "f1@10": 0.17709090909090908,
901
+ "map@1": 0.675,
902
+ "map@5": 0.7793166666666667,
903
+ "map@10": 0.7852055555555555,
904
+ "mrr@1": 0.675,
905
+ "mrr@5": 0.7793166666666667,
906
+ "mrr@10": 0.7852055555555555,
907
+ "num_pred": 1000,
908
+ "num_data": 1000
909
+ },
910
+ "VisualNews_i2t": {
911
+ "hit@1": 0.863,
912
+ "hit@5": 0.947,
913
+ "hit@10": 0.962,
914
+ "ndcg_linear@1": 0.863,
915
+ "ndcg_linear@5": 0.9094865045134872,
916
+ "ndcg_linear@10": 0.9143533824130261,
917
+ "ndcg_exponential@1": 0.863,
918
+ "ndcg_exponential@5": 0.9094865045134872,
919
+ "ndcg_exponential@10": 0.9143533824130261,
920
+ "precision@1": 0.863,
921
+ "precision@5": 0.18940000000000004,
922
+ "precision@10": 0.09620000000000002,
923
+ "recall@1": 0.863,
924
+ "recall@5": 0.947,
925
+ "recall@10": 0.962,
926
+ "f1@1": 0.863,
927
+ "f1@5": 0.31566666666666665,
928
+ "f1@10": 0.17490909090909088,
929
+ "map@1": 0.863,
930
+ "map@5": 0.8968333333333333,
931
+ "map@10": 0.8988507936507937,
932
+ "mrr@1": 0.863,
933
+ "mrr@5": 0.8968333333333333,
934
+ "mrr@10": 0.8988507936507937,
935
+ "num_pred": 1000,
936
+ "num_data": 1000
937
+ },
938
+ "VisualNews_t2i": {
939
+ "hit@1": 0.822,
940
+ "hit@5": 0.929,
941
+ "hit@10": 0.951,
942
+ "ndcg_linear@1": 0.822,
943
+ "ndcg_linear@5": 0.8802934530738215,
944
+ "ndcg_linear@10": 0.8874171850832758,
945
+ "ndcg_exponential@1": 0.822,
946
+ "ndcg_exponential@5": 0.8802934530738215,
947
+ "ndcg_exponential@10": 0.8874171850832758,
948
+ "precision@1": 0.822,
949
+ "precision@5": 0.18580000000000002,
950
+ "precision@10": 0.09510000000000002,
951
+ "recall@1": 0.822,
952
+ "recall@5": 0.929,
953
+ "recall@10": 0.951,
954
+ "f1@1": 0.822,
955
+ "f1@5": 0.30966666666666665,
956
+ "f1@10": 0.17290909090909087,
957
+ "map@1": 0.822,
958
+ "map@5": 0.86395,
959
+ "map@10": 0.8668900793650793,
960
+ "mrr@1": 0.822,
961
+ "mrr@5": 0.86395,
962
+ "mrr@10": 0.8668900793650793,
963
+ "num_pred": 1000,
964
+ "num_data": 1000
965
+ },
966
+ "VOC2007": {
967
+ "hit@1": 0.941,
968
+ "hit@5": 0.985,
969
+ "hit@10": 0.997,
970
+ "ndcg_linear@1": 0.941,
971
+ "ndcg_linear@5": 0.9652217022830278,
972
+ "ndcg_linear@10": 0.9690044672552033,
973
+ "ndcg_exponential@1": 0.941,
974
+ "ndcg_exponential@5": 0.9652217022830278,
975
+ "ndcg_exponential@10": 0.9690044672552033,
976
+ "precision@1": 0.941,
977
+ "precision@5": 0.19700000000000004,
978
+ "precision@10": 0.09970000000000001,
979
+ "recall@1": 0.941,
980
+ "recall@5": 0.985,
981
+ "recall@10": 0.997,
982
+ "f1@1": 0.941,
983
+ "f1@5": 0.32833333333333337,
984
+ "f1@10": 0.18127272727272725,
985
+ "map@1": 0.941,
986
+ "map@5": 0.9585999999999999,
987
+ "map@10": 0.9601051587301587,
988
+ "mrr@1": 0.941,
989
+ "mrr@5": 0.9585999999999999,
990
+ "mrr@10": 0.9601051587301587,
991
+ "num_pred": 1000,
992
+ "num_data": 1000
993
+ },
994
+ "WebQA": {
995
+ "hit@1": 0.913,
996
+ "hit@5": 0.991,
997
+ "hit@10": 0.995,
998
+ "ndcg_linear@1": 0.913,
999
+ "ndcg_linear@5": 0.9599813461378196,
1000
+ "ndcg_linear@10": 0.961164005493559,
1001
+ "ndcg_exponential@1": 0.913,
1002
+ "ndcg_exponential@5": 0.9599813461378196,
1003
+ "ndcg_exponential@10": 0.961164005493559,
1004
+ "precision@1": 0.913,
1005
+ "precision@5": 0.19820000000000004,
1006
+ "precision@10": 0.09950000000000002,
1007
+ "recall@1": 0.913,
1008
+ "recall@5": 0.991,
1009
+ "recall@10": 0.995,
1010
+ "f1@1": 0.913,
1011
+ "f1@5": 0.33033333333333337,
1012
+ "f1@10": 0.18090909090909088,
1013
+ "map@1": 0.913,
1014
+ "map@5": 0.9492,
1015
+ "map@10": 0.949625,
1016
+ "mrr@1": 0.913,
1017
+ "mrr@5": 0.9492,
1018
+ "mrr@10": 0.949625,
1019
+ "num_pred": 1000,
1020
+ "num_data": 1000
1021
+ }
1022
+ },
1023
+ "video": {
1024
+ "K700": {
1025
+ "hit@1": 0.766,
1026
+ "hit@5": 0.933,
1027
+ "hit@10": 0.954,
1028
+ "ndcg_linear@1": 0.766,
1029
+ "ndcg_linear@5": 0.8599868455903363,
1030
+ "ndcg_linear@10": 0.8667428939326289,
1031
+ "ndcg_exponential@1": 0.766,
1032
+ "ndcg_exponential@5": 0.8599868455903363,
1033
+ "ndcg_exponential@10": 0.8667428939326289,
1034
+ "precision@1": 0.766,
1035
+ "precision@5": 0.18660000000000002,
1036
+ "precision@10": 0.09540000000000003,
1037
+ "recall@1": 0.766,
1038
+ "recall@5": 0.933,
1039
+ "recall@10": 0.954,
1040
+ "f1@1": 0.766,
1041
+ "f1@5": 0.311,
1042
+ "f1@10": 0.17345454545454544,
1043
+ "map@1": 0.766,
1044
+ "map@5": 0.83525,
1045
+ "map@10": 0.8380190476190476,
1046
+ "mrr@1": 0.766,
1047
+ "mrr@5": 0.83525,
1048
+ "mrr@10": 0.8380190476190476,
1049
+ "num_pred": 1000,
1050
+ "num_data": 1000
1051
+ },
1052
+ "SmthSmthV2": {
1053
+ "hit@1": 0.848,
1054
+ "hit@5": 0.964,
1055
+ "hit@10": 0.983,
1056
+ "ndcg_linear@1": 0.848,
1057
+ "ndcg_linear@5": 0.914205885295906,
1058
+ "ndcg_linear@10": 0.9203319017746017,
1059
+ "ndcg_exponential@1": 0.848,
1060
+ "ndcg_exponential@5": 0.914205885295906,
1061
+ "ndcg_exponential@10": 0.9203319017746017,
1062
+ "precision@1": 0.848,
1063
+ "precision@5": 0.1928,
1064
+ "precision@10": 0.09830000000000001,
1065
+ "recall@1": 0.848,
1066
+ "recall@5": 0.964,
1067
+ "recall@10": 0.983,
1068
+ "f1@1": 0.848,
1069
+ "f1@5": 0.3213333333333333,
1070
+ "f1@10": 0.17872727272727268,
1071
+ "map@1": 0.848,
1072
+ "map@5": 0.8972666666666667,
1073
+ "map@10": 0.8997865079365078,
1074
+ "mrr@1": 0.848,
1075
+ "mrr@5": 0.8972666666666667,
1076
+ "mrr@10": 0.8997865079365078,
1077
+ "num_pred": 1000,
1078
+ "num_data": 1000
1079
+ },
1080
+ "HMDB51": {
1081
+ "hit@1": 0.758,
1082
+ "hit@5": 0.945,
1083
+ "hit@10": 0.969,
1084
+ "ndcg_linear@1": 0.758,
1085
+ "ndcg_linear@5": 0.8612468976210437,
1086
+ "ndcg_linear@10": 0.8689944143694162,
1087
+ "ndcg_exponential@1": 0.758,
1088
+ "ndcg_exponential@5": 0.8612468976210437,
1089
+ "ndcg_exponential@10": 0.8689944143694162,
1090
+ "precision@1": 0.758,
1091
+ "precision@5": 0.18900000000000003,
1092
+ "precision@10": 0.09690000000000001,
1093
+ "recall@1": 0.758,
1094
+ "recall@5": 0.945,
1095
+ "recall@10": 0.969,
1096
+ "f1@1": 0.758,
1097
+ "f1@5": 0.315,
1098
+ "f1@10": 0.1761818181818182,
1099
+ "map@1": 0.758,
1100
+ "map@5": 0.8330166666666666,
1101
+ "map@10": 0.8362071428571428,
1102
+ "mrr@1": 0.758,
1103
+ "mrr@5": 0.8330166666666666,
1104
+ "mrr@10": 0.8362071428571428,
1105
+ "num_pred": 1000,
1106
+ "num_data": 1000
1107
+ },
1108
+ "UCF101": {
1109
+ "hit@1": 0.904,
1110
+ "hit@5": 0.991,
1111
+ "hit@10": 1,
1112
+ "ndcg_linear@1": 0.904,
1113
+ "ndcg_linear@5": 0.9537787178424455,
1114
+ "ndcg_linear@10": 0.9566908547602414,
1115
+ "ndcg_exponential@1": 0.904,
1116
+ "ndcg_exponential@5": 0.9537787178424455,
1117
+ "ndcg_exponential@10": 0.9566908547602414,
1118
+ "precision@1": 0.904,
1119
+ "precision@5": 0.19820000000000002,
1120
+ "precision@10": 0.10000000000000002,
1121
+ "recall@1": 0.904,
1122
+ "recall@5": 0.991,
1123
+ "recall@10": 1,
1124
+ "f1@1": 0.904,
1125
+ "f1@5": 0.3303333333333333,
1126
+ "f1@10": 0.18181818181818182,
1127
+ "map@1": 0.904,
1128
+ "map@5": 0.9410499999999999,
1129
+ "map@10": 0.9422511904761904,
1130
+ "mrr@1": 0.904,
1131
+ "mrr@5": 0.9410499999999999,
1132
+ "mrr@10": 0.9422511904761904,
1133
+ "num_pred": 1000,
1134
+ "num_data": 1000
1135
+ },
1136
+ "Breakfast": {
1137
+ "hit@1": 0.6143187066974596,
1138
+ "hit@5": 0.9630484988452656,
1139
+ "hit@10": 1,
1140
+ "ndcg_linear@1": 0.6143187066974596,
1141
+ "ndcg_linear@5": 0.806512886151212,
1142
+ "ndcg_linear@10": 0.8184858587868156,
1143
+ "ndcg_exponential@1": 0.6143187066974596,
1144
+ "ndcg_exponential@5": 0.806512886151212,
1145
+ "ndcg_exponential@10": 0.8184858587868156,
1146
+ "precision@1": 0.6143187066974596,
1147
+ "precision@5": 0.19260969976905312,
1148
+ "precision@10": 0.1,
1149
+ "recall@1": 0.6143187066974596,
1150
+ "recall@5": 0.9630484988452656,
1151
+ "recall@10": 1,
1152
+ "f1@1": 0.6143187066974596,
1153
+ "f1@5": 0.3210161662817553,
1154
+ "f1@10": 0.1818181818181818,
1155
+ "map@1": 0.6143187066974596,
1156
+ "map@5": 0.7537336412625096,
1157
+ "map@10": 0.758679753656659,
1158
+ "mrr@1": 0.6143187066974596,
1159
+ "mrr@5": 0.7537336412625096,
1160
+ "mrr@10": 0.758679753656659,
1161
+ "num_pred": 433,
1162
+ "num_data": 433
1163
+ },
1164
+ "MVBench": {
1165
+ "hit@1": 0.6755,
1166
+ "hit@5": 1,
1167
+ "hit@10": 1,
1168
+ "ndcg_linear@1": 0.6755,
1169
+ "ndcg_linear@5": 0.8565088957164153,
1170
+ "ndcg_linear@10": 0.8565088957164153,
1171
+ "ndcg_exponential@1": 0.6755,
1172
+ "ndcg_exponential@5": 0.8565088957164153,
1173
+ "ndcg_exponential@10": 0.8565088957164153,
1174
+ "precision@1": 0.6755,
1175
+ "precision@5": 0.20000000000000004,
1176
+ "precision@10": 0.10000000000000002,
1177
+ "recall@1": 0.6755,
1178
+ "recall@5": 1,
1179
+ "recall@10": 1,
1180
+ "f1@1": 0.6755,
1181
+ "f1@5": 0.3333333333333333,
1182
+ "f1@10": 0.18181818181818182,
1183
+ "map@1": 0.6755,
1184
+ "map@5": 0.8078458333333333,
1185
+ "map@10": 0.8078458333333333,
1186
+ "mrr@1": 0.6755,
1187
+ "mrr@5": 0.8078458333333333,
1188
+ "mrr@10": 0.8078458333333333,
1189
+ "num_pred": 4000,
1190
+ "num_data": 4000
1191
+ },
1192
+ "Video-MME": {
1193
+ "hit@1": 0.5462962962962963,
1194
+ "hit@5": 1,
1195
+ "hit@10": 1,
1196
+ "ndcg_linear@1": 0.5462962962962963,
1197
+ "ndcg_linear@5": 0.7934114741896108,
1198
+ "ndcg_linear@10": 0.7934114741896108,
1199
+ "ndcg_exponential@1": 0.5462962962962963,
1200
+ "ndcg_exponential@5": 0.7934114741896108,
1201
+ "ndcg_exponential@10": 0.7934114741896108,
1202
+ "precision@1": 0.5462962962962963,
1203
+ "precision@5": 0.19999999999999996,
1204
+ "precision@10": 0.09999999999999998,
1205
+ "recall@1": 0.5462962962962963,
1206
+ "recall@5": 1,
1207
+ "recall@10": 1,
1208
+ "f1@1": 0.5462962962962963,
1209
+ "f1@5": 0.3333333333333334,
1210
+ "f1@10": 0.18181818181818188,
1211
+ "map@1": 0.5462962962962963,
1212
+ "map@5": 0.7238580246913581,
1213
+ "map@10": 0.7238580246913581,
1214
+ "mrr@1": 0.5462962962962963,
1215
+ "mrr@5": 0.7238580246913581,
1216
+ "mrr@10": 0.7238580246913581,
1217
+ "num_pred": 2700,
1218
+ "num_data": 2700
1219
+ },
1220
+ "NExTQA": {
1221
+ "hit@1": 0.7828117702008407,
1222
+ "hit@5": 1,
1223
+ "hit@10": 1,
1224
+ "ndcg_linear@1": 0.7828117702008407,
1225
+ "ndcg_linear@5": 0.9056918106367179,
1226
+ "ndcg_linear@10": 0.9056918106367179,
1227
+ "ndcg_exponential@1": 0.7828117702008407,
1228
+ "ndcg_exponential@5": 0.9056918106367179,
1229
+ "ndcg_exponential@10": 0.9056918106367179,
1230
+ "precision@1": 0.7828117702008407,
1231
+ "precision@5": 0.20000000000000004,
1232
+ "precision@10": 0.10000000000000002,
1233
+ "recall@1": 0.7828117702008407,
1234
+ "recall@5": 1,
1235
+ "recall@10": 1,
1236
+ "f1@1": 0.7828117702008407,
1237
+ "f1@5": 0.3333333333333333,
1238
+ "f1@10": 0.1818181818181818,
1239
+ "map@1": 0.7828117702008407,
1240
+ "map@5": 0.8736357621049354,
1241
+ "map@10": 0.8736357621049354,
1242
+ "mrr@1": 0.7828117702008407,
1243
+ "mrr@5": 0.8736357621049354,
1244
+ "mrr@10": 0.8736357621049354,
1245
+ "num_pred": 8564,
1246
+ "num_data": 8564
1247
+ },
1248
+ "EgoSchema": {
1249
+ "hit@1": 0.728,
1250
+ "hit@5": 1,
1251
+ "hit@10": 1,
1252
+ "ndcg_linear@1": 0.728,
1253
+ "ndcg_linear@5": 0.8805349832151019,
1254
+ "ndcg_linear@10": 0.8805349832151019,
1255
+ "ndcg_exponential@1": 0.728,
1256
+ "ndcg_exponential@5": 0.8805349832151019,
1257
+ "ndcg_exponential@10": 0.8805349832151019,
1258
+ "precision@1": 0.728,
1259
+ "precision@5": 0.2,
1260
+ "precision@10": 0.1,
1261
+ "recall@1": 0.728,
1262
+ "recall@5": 1,
1263
+ "recall@10": 1,
1264
+ "f1@1": 0.728,
1265
+ "f1@5": 0.3333333333333333,
1266
+ "f1@10": 0.18181818181818182,
1267
+ "map@1": 0.728,
1268
+ "map@5": 0.8400333333333333,
1269
+ "map@10": 0.8400333333333333,
1270
+ "mrr@1": 0.728,
1271
+ "mrr@5": 0.8400333333333333,
1272
+ "mrr@10": 0.8400333333333333,
1273
+ "num_pred": 500,
1274
+ "num_data": 500
1275
+ },
1276
+ "ActivityNetQA": {
1277
+ "hit@1": 0.864,
1278
+ "hit@5": 1,
1279
+ "hit@10": 1,
1280
+ "ndcg_linear@1": 0.864,
1281
+ "ndcg_linear@5": 0.9498064464857182,
1282
+ "ndcg_linear@10": 0.9498064464857182,
1283
+ "ndcg_exponential@1": 0.864,
1284
+ "ndcg_exponential@5": 0.9498064464857182,
1285
+ "ndcg_exponential@10": 0.9498064464857182,
1286
+ "precision@1": 0.864,
1287
+ "precision@5": 0.20000000000000004,
1288
+ "precision@10": 0.10000000000000002,
1289
+ "recall@1": 0.864,
1290
+ "recall@5": 1,
1291
+ "recall@10": 1,
1292
+ "f1@1": 0.864,
1293
+ "f1@5": 0.3333333333333333,
1294
+ "f1@10": 0.18181818181818182,
1295
+ "map@1": 0.864,
1296
+ "map@5": 0.932,
1297
+ "map@10": 0.932,
1298
+ "mrr@1": 0.864,
1299
+ "mrr@5": 0.932,
1300
+ "mrr@10": 0.932,
1301
+ "num_pred": 1000,
1302
+ "num_data": 1000
1303
+ },
1304
+ "DiDeMo": {
1305
+ "hit@1": 0.6354581673306773,
1306
+ "hit@5": 0.8386454183266933,
1307
+ "hit@10": 0.8844621513944223,
1308
+ "ndcg_linear@1": 0.6354581673306773,
1309
+ "ndcg_linear@5": 0.7490362273022877,
1310
+ "ndcg_linear@10": 0.764108703206273,
1311
+ "ndcg_exponential@1": 0.6354581673306773,
1312
+ "ndcg_exponential@5": 0.7490362273022877,
1313
+ "ndcg_exponential@10": 0.764108703206273,
1314
+ "precision@1": 0.6354581673306773,
1315
+ "precision@5": 0.16772908366533865,
1316
+ "precision@10": 0.08844621513944224,
1317
+ "recall@1": 0.6354581673306773,
1318
+ "recall@5": 0.8386454183266933,
1319
+ "recall@10": 0.8844621513944223,
1320
+ "f1@1": 0.6354581673306773,
1321
+ "f1@5": 0.27954847277556444,
1322
+ "f1@10": 0.16081130025353133,
1323
+ "map@1": 0.6354581673306773,
1324
+ "map@5": 0.7187583001328021,
1325
+ "map@10": 0.7251276639473851,
1326
+ "mrr@1": 0.6354581673306773,
1327
+ "mrr@5": 0.7187583001328021,
1328
+ "mrr@10": 0.7251276639473851,
1329
+ "num_pred": 1004,
1330
+ "num_data": 1004
1331
+ },
1332
+ "MSR-VTT": {
1333
+ "hit@1": 0.564,
1334
+ "hit@5": 0.788,
1335
+ "hit@10": 0.855,
1336
+ "ndcg_linear@1": 0.564,
1337
+ "ndcg_linear@5": 0.684197729814385,
1338
+ "ndcg_linear@10": 0.7060910999982981,
1339
+ "ndcg_exponential@1": 0.564,
1340
+ "ndcg_exponential@5": 0.684197729814385,
1341
+ "ndcg_exponential@10": 0.7060910999982981,
1342
+ "precision@1": 0.564,
1343
+ "precision@5": 0.15760000000000002,
1344
+ "precision@10": 0.0855,
1345
+ "recall@1": 0.564,
1346
+ "recall@5": 0.788,
1347
+ "recall@10": 0.855,
1348
+ "f1@1": 0.564,
1349
+ "f1@5": 0.2626666666666667,
1350
+ "f1@10": 0.15545454545454543,
1351
+ "map@1": 0.564,
1352
+ "map@5": 0.6496500000000001,
1353
+ "map@10": 0.6588166666666666,
1354
+ "mrr@1": 0.564,
1355
+ "mrr@5": 0.6496500000000001,
1356
+ "mrr@10": 0.6588166666666666,
1357
+ "num_pred": 1000,
1358
+ "num_data": 1000
1359
+ },
1360
+ "MSVD": {
1361
+ "hit@1": 0.7656716417910447,
1362
+ "hit@5": 0.9477611940298507,
1363
+ "hit@10": 0.9746268656716418,
1364
+ "ndcg_linear@1": 0.7656716417910447,
1365
+ "ndcg_linear@5": 0.8682707825268995,
1366
+ "ndcg_linear@10": 0.8770793152472869,
1367
+ "ndcg_exponential@1": 0.7656716417910447,
1368
+ "ndcg_exponential@5": 0.8682707825268995,
1369
+ "ndcg_exponential@10": 0.8770793152472869,
1370
+ "precision@1": 0.7656716417910447,
1371
+ "precision@5": 0.18955223880597014,
1372
+ "precision@10": 0.09746268656716416,
1373
+ "recall@1": 0.7656716417910447,
1374
+ "recall@5": 0.9477611940298507,
1375
+ "recall@10": 0.9746268656716418,
1376
+ "f1@1": 0.7656716417910447,
1377
+ "f1@5": 0.3159203980099503,
1378
+ "f1@10": 0.17720488466757126,
1379
+ "map@1": 0.7656716417910447,
1380
+ "map@5": 0.8412686567164179,
1381
+ "map@10": 0.8449715707178392,
1382
+ "mrr@1": 0.7656716417910447,
1383
+ "mrr@5": 0.8412686567164179,
1384
+ "mrr@10": 0.8449715707178392,
1385
+ "num_pred": 670,
1386
+ "num_data": 670
1387
+ },
1388
+ "VATEX": {
1389
+ "hit@1": 0.5866458240285842,
1390
+ "hit@5": 0.8546225993747208,
1391
+ "hit@10": 0.9198302813756141,
1392
+ "ndcg_linear@1": 0.5866458240285842,
1393
+ "ndcg_linear@5": 0.7319835555670149,
1394
+ "ndcg_linear@10": 0.7532446091314532,
1395
+ "ndcg_exponential@1": 0.5866458240285842,
1396
+ "ndcg_exponential@5": 0.7319835555670149,
1397
+ "ndcg_exponential@10": 0.7532446091314532,
1398
+ "precision@1": 0.5866458240285842,
1399
+ "precision@5": 0.17092451987494417,
1400
+ "precision@10": 0.09198302813756139,
1401
+ "recall@1": 0.5866458240285842,
1402
+ "recall@5": 0.8546225993747208,
1403
+ "recall@10": 0.9198302813756141,
1404
+ "f1@1": 0.5866458240285842,
1405
+ "f1@5": 0.2848741997915737,
1406
+ "f1@10": 0.16724186934102075,
1407
+ "map@1": 0.5866458240285842,
1408
+ "map@5": 0.6909185648354921,
1409
+ "map@10": 0.6997970678520031,
1410
+ "mrr@1": 0.5866458240285842,
1411
+ "mrr@5": 0.6909185648354921,
1412
+ "mrr@10": 0.6997970678520031,
1413
+ "num_pred": 4478,
1414
+ "num_data": 4478
1415
+ },
1416
+ "YouCook2": {
1417
+ "hit@1": 0.4473104749921359,
1418
+ "hit@5": 0.7285309845863479,
1419
+ "hit@10": 0.8153507392261717,
1420
+ "ndcg_linear@1": 0.4473104749921359,
1421
+ "ndcg_linear@5": 0.5958830930790668,
1422
+ "ndcg_linear@10": 0.624083971281204,
1423
+ "ndcg_exponential@1": 0.4473104749921359,
1424
+ "ndcg_exponential@5": 0.5958830930790668,
1425
+ "ndcg_exponential@10": 0.624083971281204,
1426
+ "precision@1": 0.4473104749921359,
1427
+ "precision@5": 0.14570619691726955,
1428
+ "precision@10": 0.08153507392261715,
1429
+ "recall@1": 0.4473104749921359,
1430
+ "recall@5": 0.7285309845863479,
1431
+ "recall@10": 0.8153507392261717,
1432
+ "f1@1": 0.4473104749921359,
1433
+ "f1@5": 0.2428436615287827,
1434
+ "f1@10": 0.1482455889502131,
1435
+ "map@1": 0.4473104749921359,
1436
+ "map@5": 0.5518087448883296,
1437
+ "map@10": 0.5635196502843561,
1438
+ "mrr@1": 0.4473104749921359,
1439
+ "mrr@5": 0.5518087448883296,
1440
+ "mrr@10": 0.5635196502843561,
1441
+ "num_pred": 3179,
1442
+ "num_data": 3179
1443
+ },
1444
+ "QVHighlight": {
1445
+ "hit@1": 0.7839335180055401,
1446
+ "hit@5": 0.9575253924284395,
1447
+ "hit@10": 1,
1448
+ "ndcg_linear@1": 0.7839335180055401,
1449
+ "ndcg_linear@5": 0.8803463002008846,
1450
+ "ndcg_linear@10": 0.8939718498668784,
1451
+ "ndcg_exponential@1": 0.7839335180055401,
1452
+ "ndcg_exponential@5": 0.8803463002008846,
1453
+ "ndcg_exponential@10": 0.8939718498668784,
1454
+ "precision@1": 0.7839335180055401,
1455
+ "precision@5": 0.19150507848568787,
1456
+ "precision@10": 0.09999999999999998,
1457
+ "recall@1": 0.7839335180055401,
1458
+ "recall@5": 0.9575253924284395,
1459
+ "recall@10": 1,
1460
+ "f1@1": 0.7839335180055401,
1461
+ "f1@5": 0.3191751308094799,
1462
+ "f1@10": 0.18181818181818185,
1463
+ "map@1": 0.7839335180055401,
1464
+ "map@5": 0.8543090181594337,
1465
+ "map@10": 0.8598653065412069,
1466
+ "mrr@1": 0.7839335180055401,
1467
+ "mrr@5": 0.8543090181594337,
1468
+ "mrr@10": 0.8598653065412069,
1469
+ "num_pred": 1083,
1470
+ "num_data": 1083
1471
+ },
1472
+ "Charades-STA": {
1473
+ "hit@1": 0.3356258596973865,
1474
+ "hit@5": 0.7111416781292985,
1475
+ "hit@10": 1,
1476
+ "ndcg_linear@1": 0.3356258596973865,
1477
+ "ndcg_linear@5": 0.5289789519307972,
1478
+ "ndcg_linear@10": 0.6203062507772276,
1479
+ "ndcg_exponential@1": 0.3356258596973865,
1480
+ "ndcg_exponential@5": 0.5289789519307972,
1481
+ "ndcg_exponential@10": 0.6203062507772276,
1482
+ "precision@1": 0.3356258596973865,
1483
+ "precision@5": 0.14222833562585968,
1484
+ "precision@10": 0.09999999999999998,
1485
+ "recall@1": 0.3356258596973865,
1486
+ "recall@5": 0.7111416781292985,
1487
+ "recall@10": 1,
1488
+ "f1@1": 0.3356258596973865,
1489
+ "f1@5": 0.23704722604309955,
1490
+ "f1@10": 0.18181818181818185,
1491
+ "map@1": 0.3356258596973865,
1492
+ "map@5": 0.46898211829436043,
1493
+ "map@10": 0.505483504726971,
1494
+ "mrr@1": 0.3356258596973865,
1495
+ "mrr@5": 0.46898211829436043,
1496
+ "mrr@10": 0.505483504726971,
1497
+ "num_pred": 727,
1498
+ "num_data": 727
1499
+ },
1500
+ "MomentSeeker": {
1501
+ "hit@1": 0.5262172284644194,
1502
+ "hit@5": 0.9325842696629213,
1503
+ "hit@10": 1,
1504
+ "ndcg_linear@1": 0.5262172284644194,
1505
+ "ndcg_linear@5": 0.7483968826389642,
1506
+ "ndcg_linear@10": 0.7704462491355418,
1507
+ "ndcg_exponential@1": 0.5262172284644194,
1508
+ "ndcg_exponential@5": 0.7483968826389642,
1509
+ "ndcg_exponential@10": 0.7704462491355418,
1510
+ "precision@1": 0.5262172284644194,
1511
+ "precision@5": 0.18651685393258424,
1512
+ "precision@10": 0.09999999999999999,
1513
+ "recall@1": 0.5262172284644194,
1514
+ "recall@5": 0.9325842696629213,
1515
+ "recall@10": 1,
1516
+ "f1@1": 0.5262172284644194,
1517
+ "f1@5": 0.3108614232209739,
1518
+ "f1@10": 0.1818181818181818,
1519
+ "map@1": 0.5262172284644194,
1520
+ "map@5": 0.6866104868913858,
1521
+ "map@10": 0.6958533975387907,
1522
+ "mrr@1": 0.5262172284644194,
1523
+ "mrr@5": 0.6866104868913858,
1524
+ "mrr@10": 0.6958533975387907,
1525
+ "num_pred": 1602,
1526
+ "num_data": 1602
1527
+ }
1528
+ },
1529
+ "visdoc": {
1530
+ "ViDoRe_arxivqa": {
1531
+ "hit@1": 0.872,
1532
+ "hit@5": 0.954,
1533
+ "hit@10": 0.962,
1534
+ "ndcg_linear@1": 0.872,
1535
+ "ndcg_linear@5": 0.9169717679318355,
1536
+ "ndcg_linear@10": 0.9197399408080551,
1537
+ "ndcg_exponential@1": 0.872,
1538
+ "ndcg_exponential@5": 0.9169717679318355,
1539
+ "ndcg_exponential@10": 0.9197399408080551,
1540
+ "precision@1": 0.872,
1541
+ "precision@5": 0.19080000000000003,
1542
+ "precision@10": 0.09620000000000001,
1543
+ "recall@1": 0.872,
1544
+ "recall@5": 0.954,
1545
+ "recall@10": 0.962,
1546
+ "f1@1": 0.872,
1547
+ "f1@5": 0.318,
1548
+ "f1@10": 0.1749090909090909,
1549
+ "map@1": 0.872,
1550
+ "map@5": 0.9045666666666667,
1551
+ "map@10": 0.9058166666666667,
1552
+ "mrr@1": 0.872,
1553
+ "mrr@5": 0.9045666666666667,
1554
+ "mrr@10": 0.9058166666666667,
1555
+ "num_pred": 500,
1556
+ "num_data": 500
1557
+ },
1558
+ "ViDoRe_docvqa": {
1559
+ "hit@1": 0.516629711751663,
1560
+ "hit@5": 0.7073170731707317,
1561
+ "hit@10": 0.7560975609756098,
1562
+ "ndcg_linear@1": 0.516629711751663,
1563
+ "ndcg_linear@5": 0.609903145687353,
1564
+ "ndcg_linear@10": 0.6263103364815846,
1565
+ "ndcg_exponential@1": 0.516629711751663,
1566
+ "ndcg_exponential@5": 0.609903145687353,
1567
+ "ndcg_exponential@10": 0.6263103364815846,
1568
+ "precision@1": 0.516629711751663,
1569
+ "precision@5": 0.14368070953436807,
1570
+ "precision@10": 0.07738359201773835,
1571
+ "recall@1": 0.5094974131559498,
1572
+ "recall@5": 0.6982261640798225,
1573
+ "recall@10": 0.7481892091648188,
1574
+ "f1@1": 0.5110580476434134,
1575
+ "f1@5": 0.23667946114144112,
1576
+ "f1@10": 0.13944459088583258,
1577
+ "map@1": 0.516629711751663,
1578
+ "map@5": 0.5785218033998522,
1579
+ "map@10": 0.58548988725818,
1580
+ "mrr@1": 0.516629711751663,
1581
+ "mrr@5": 0.5846267553584626,
1582
+ "mrr@10": 0.5914123816562841,
1583
+ "num_pred": 451,
1584
+ "num_data": 451
1585
+ },
1586
+ "ViDoRe_infovqa": {
1587
+ "hit@1": 0.8846153846153846,
1588
+ "hit@5": 0.9615384615384616,
1589
+ "hit@10": 0.9696356275303644,
1590
+ "ndcg_linear@1": 0.8846153846153846,
1591
+ "ndcg_linear@5": 0.9257728273218736,
1592
+ "ndcg_linear@10": 0.9287699612582822,
1593
+ "ndcg_exponential@1": 0.8846153846153846,
1594
+ "ndcg_exponential@5": 0.9257728273218736,
1595
+ "ndcg_exponential@10": 0.9287699612582822,
1596
+ "precision@1": 0.8846153846153846,
1597
+ "precision@5": 0.19230769230769232,
1598
+ "precision@10": 0.09716599190283401,
1599
+ "recall@1": 0.8846153846153846,
1600
+ "recall@5": 0.9605263157894737,
1601
+ "recall@10": 0.9696356275303644,
1602
+ "f1@1": 0.8846153846153846,
1603
+ "f1@5": 0.32041642567958356,
1604
+ "f1@10": 0.17660409765672921,
1605
+ "map@1": 0.8846153846153846,
1606
+ "map@5": 0.9139338731443994,
1607
+ "map@10": 0.915268941584731,
1608
+ "mrr@1": 0.8846153846153846,
1609
+ "mrr@5": 0.9144399460188934,
1610
+ "mrr@10": 0.9154858299595142,
1611
+ "num_pred": 494,
1612
+ "num_data": 494
1613
+ },
1614
+ "ViDoRe_tabfquad": {
1615
+ "hit@1": 0.8714285714285714,
1616
+ "hit@5": 0.9714285714285714,
1617
+ "hit@10": 0.9857142857142858,
1618
+ "ndcg_linear@1": 0.8714285714285714,
1619
+ "ndcg_linear@5": 0.9274882784513916,
1620
+ "ndcg_linear@10": 0.9320282654862857,
1621
+ "ndcg_exponential@1": 0.8714285714285714,
1622
+ "ndcg_exponential@5": 0.9274882784513916,
1623
+ "ndcg_exponential@10": 0.9320282654862857,
1624
+ "precision@1": 0.8714285714285714,
1625
+ "precision@5": 0.19428571428571426,
1626
+ "precision@10": 0.09857142857142856,
1627
+ "recall@1": 0.8714285714285714,
1628
+ "recall@5": 0.9714285714285714,
1629
+ "recall@10": 0.9857142857142858,
1630
+ "f1@1": 0.8714285714285714,
1631
+ "f1@5": 0.3238095238095239,
1632
+ "f1@10": 0.17922077922077925,
1633
+ "map@1": 0.8714285714285714,
1634
+ "map@5": 0.9126190476190477,
1635
+ "map@10": 0.9144430272108846,
1636
+ "mrr@1": 0.8714285714285714,
1637
+ "mrr@5": 0.9126190476190477,
1638
+ "mrr@10": 0.9144430272108846,
1639
+ "num_pred": 280,
1640
+ "num_data": 280
1641
+ },
1642
+ "ViDoRe_tatdqa": {
1643
+ "hit@1": 0.6044957472660997,
1644
+ "hit@5": 0.8584447144592953,
1645
+ "hit@10": 0.9289185905224787,
1646
+ "ndcg_linear@1": 0.6044957472660997,
1647
+ "ndcg_linear@5": 0.7373216758007146,
1648
+ "ndcg_linear@10": 0.7604861883038692,
1649
+ "ndcg_exponential@1": 0.6044957472660997,
1650
+ "ndcg_exponential@5": 0.7373216758007146,
1651
+ "ndcg_exponential@10": 0.7604861883038692,
1652
+ "precision@1": 0.6044957472660997,
1653
+ "precision@5": 0.17217496962332926,
1654
+ "precision@10": 0.09319562575941676,
1655
+ "recall@1": 0.6032806804374241,
1656
+ "recall@5": 0.8575334143377886,
1657
+ "recall@10": 0.928311057108141,
1658
+ "f1@1": 0.6036857027136492,
1659
+ "f1@5": 0.2866400509170863,
1660
+ "f1@10": 0.16933613166906003,
1661
+ "map@1": 0.6044957472660997,
1662
+ "map@5": 0.6972660996354798,
1663
+ "map@10": 0.70700495670119,
1664
+ "mrr@1": 0.6044957472660997,
1665
+ "mrr@5": 0.6978230052652896,
1666
+ "mrr@10": 0.7074606067619433,
1667
+ "num_pred": 1646,
1668
+ "num_data": 1646
1669
+ },
1670
+ "ViDoRe_shiftproject": {
1671
+ "hit@1": 0.77,
1672
+ "hit@5": 0.96,
1673
+ "hit@10": 0.98,
1674
+ "ndcg_linear@1": 0.77,
1675
+ "ndcg_linear@5": 0.8733175057251009,
1676
+ "ndcg_linear@10": 0.8792184539449195,
1677
+ "ndcg_exponential@1": 0.77,
1678
+ "ndcg_exponential@5": 0.8733175057251009,
1679
+ "ndcg_exponential@10": 0.8792184539449195,
1680
+ "precision@1": 0.77,
1681
+ "precision@5": 0.19199999999999995,
1682
+ "precision@10": 0.09799999999999998,
1683
+ "recall@1": 0.77,
1684
+ "recall@5": 0.96,
1685
+ "recall@10": 0.98,
1686
+ "f1@1": 0.77,
1687
+ "f1@5": 0.32000000000000006,
1688
+ "f1@10": 0.17818181818181827,
1689
+ "map@1": 0.77,
1690
+ "map@5": 0.8441666666666666,
1691
+ "map@10": 0.8462777777777777,
1692
+ "mrr@1": 0.77,
1693
+ "mrr@5": 0.8441666666666666,
1694
+ "mrr@10": 0.8462777777777777,
1695
+ "num_pred": 100,
1696
+ "num_data": 100
1697
+ },
1698
+ "ViDoRe_syntheticDocQA_artificial_intelligence": {
1699
+ "hit@1": 0.95,
1700
+ "hit@5": 1,
1701
+ "hit@10": 1,
1702
+ "ndcg_linear@1": 0.95,
1703
+ "ndcg_linear@5": 0.9789278926071439,
1704
+ "ndcg_linear@10": 0.9789278926071439,
1705
+ "ndcg_exponential@1": 0.95,
1706
+ "ndcg_exponential@5": 0.9789278926071439,
1707
+ "ndcg_exponential@10": 0.9789278926071439,
1708
+ "precision@1": 0.95,
1709
+ "precision@5": 0.19999999999999996,
1710
+ "precision@10": 0.09999999999999998,
1711
+ "recall@1": 0.95,
1712
+ "recall@5": 1,
1713
+ "recall@10": 1,
1714
+ "f1@1": 0.95,
1715
+ "f1@5": 0.3333333333333335,
1716
+ "f1@10": 0.1818181818181819,
1717
+ "map@1": 0.95,
1718
+ "map@5": 0.9716666666666667,
1719
+ "map@10": 0.9716666666666667,
1720
+ "mrr@1": 0.95,
1721
+ "mrr@5": 0.9716666666666667,
1722
+ "mrr@10": 0.9716666666666667,
1723
+ "num_pred": 100,
1724
+ "num_data": 100
1725
+ },
1726
+ "ViDoRe_syntheticDocQA_energy": {
1727
+ "hit@1": 0.9,
1728
+ "hit@5": 0.98,
1729
+ "hit@10": 0.98,
1730
+ "ndcg_linear@1": 0.9,
1731
+ "ndcg_linear@5": 0.941409951840957,
1732
+ "ndcg_linear@10": 0.941409951840957,
1733
+ "ndcg_exponential@1": 0.9,
1734
+ "ndcg_exponential@5": 0.941409951840957,
1735
+ "ndcg_exponential@10": 0.941409951840957,
1736
+ "precision@1": 0.9,
1737
+ "precision@5": 0.19599999999999995,
1738
+ "precision@10": 0.09799999999999998,
1739
+ "recall@1": 0.9,
1740
+ "recall@5": 0.98,
1741
+ "recall@10": 0.98,
1742
+ "f1@1": 0.9,
1743
+ "f1@5": 0.32666666666666677,
1744
+ "f1@10": 0.17818181818181827,
1745
+ "map@1": 0.9,
1746
+ "map@5": 0.9286666666666668,
1747
+ "map@10": 0.9286666666666668,
1748
+ "mrr@1": 0.9,
1749
+ "mrr@5": 0.9286666666666668,
1750
+ "mrr@10": 0.9286666666666668,
1751
+ "num_pred": 100,
1752
+ "num_data": 100
1753
+ },
1754
+ "ViDoRe_syntheticDocQA_government_reports": {
1755
+ "hit@1": 0.93,
1756
+ "hit@5": 1,
1757
+ "hit@10": 1,
1758
+ "ndcg_linear@1": 0.93,
1759
+ "ndcg_linear@5": 0.9728557852142875,
1760
+ "ndcg_linear@10": 0.9728557852142875,
1761
+ "ndcg_exponential@1": 0.93,
1762
+ "ndcg_exponential@5": 0.9728557852142875,
1763
+ "ndcg_exponential@10": 0.9728557852142875,
1764
+ "precision@1": 0.93,
1765
+ "precision@5": 0.19999999999999996,
1766
+ "precision@10": 0.09999999999999998,
1767
+ "recall@1": 0.93,
1768
+ "recall@5": 1,
1769
+ "recall@10": 1,
1770
+ "f1@1": 0.93,
1771
+ "f1@5": 0.3333333333333335,
1772
+ "f1@10": 0.1818181818181819,
1773
+ "map@1": 0.93,
1774
+ "map@5": 0.9633333333333334,
1775
+ "map@10": 0.9633333333333334,
1776
+ "mrr@1": 0.93,
1777
+ "mrr@5": 0.9633333333333334,
1778
+ "mrr@10": 0.9633333333333334,
1779
+ "num_pred": 100,
1780
+ "num_data": 100
1781
+ },
1782
+ "ViDoRe_syntheticDocQA_healthcare_industry": {
1783
+ "hit@1": 0.93,
1784
+ "hit@5": 0.99,
1785
+ "hit@10": 1,
1786
+ "ndcg_linear@1": 0.93,
1787
+ "ndcg_linear@5": 0.9645439557235923,
1788
+ "ndcg_linear@10": 0.9678772890569256,
1789
+ "ndcg_exponential@1": 0.93,
1790
+ "ndcg_exponential@5": 0.9645439557235923,
1791
+ "ndcg_exponential@10": 0.9678772890569256,
1792
+ "precision@1": 0.93,
1793
+ "precision@5": 0.19799999999999998,
1794
+ "precision@10": 0.09999999999999998,
1795
+ "recall@1": 0.93,
1796
+ "recall@5": 0.99,
1797
+ "recall@10": 1,
1798
+ "f1@1": 0.93,
1799
+ "f1@5": 0.3300000000000001,
1800
+ "f1@10": 0.1818181818181819,
1801
+ "map@1": 0.93,
1802
+ "map@5": 0.9558333333333333,
1803
+ "map@10": 0.9572619047619046,
1804
+ "mrr@1": 0.93,
1805
+ "mrr@5": 0.9558333333333333,
1806
+ "mrr@10": 0.9572619047619046,
1807
+ "num_pred": 100,
1808
+ "num_data": 100
1809
+ },
1810
+ "ViDoRe_esg_reports_human_labeled_v2": {
1811
+ "hit@1": 0.5576923076923077,
1812
+ "hit@5": 0.7692307692307693,
1813
+ "hit@10": 0.8846153846153846,
1814
+ "ndcg_linear@1": 0.5448717948717948,
1815
+ "ndcg_linear@5": 0.587228406461825,
1816
+ "ndcg_linear@10": 0.6279972975100869,
1817
+ "ndcg_exponential@1": 0.5412087912087912,
1818
+ "ndcg_exponential@5": 0.5858508693355045,
1819
+ "ndcg_exponential@10": 0.6275520527423535,
1820
+ "precision@1": 0.5576923076923077,
1821
+ "precision@5": 0.23461538461538461,
1822
+ "precision@10": 0.1423076923076923,
1823
+ "recall@1": 0.4163461538461538,
1824
+ "recall@5": 0.6288544788544789,
1825
+ "recall@10": 0.7498709623709623,
1826
+ "f1@1": 0.4478303747534517,
1827
+ "f1@5": 0.30800070028011206,
1828
+ "f1@10": 0.22007151973215325,
1829
+ "map@1": 0.5576923076923077,
1830
+ "map@5": 0.5391720085470084,
1831
+ "map@10": 0.5585515146229432,
1832
+ "mrr@1": 0.5576923076923077,
1833
+ "mrr@5": 0.6288461538461539,
1834
+ "mrr@10": 0.6426739926739926,
1835
+ "num_pred": 52,
1836
+ "num_data": 52
1837
+ },
1838
+ "ViDoRe_biomedical_lectures_v2_multilingual": {
1839
+ "hit@1": 0.6296875,
1840
+ "hit@5": 0.875,
1841
+ "hit@10": 0.9390625,
1842
+ "ndcg_linear@1": 0.6296875,
1843
+ "ndcg_linear@5": 0.6456825787723807,
1844
+ "ndcg_linear@10": 0.6844824528041397,
1845
+ "ndcg_exponential@1": 0.6296875,
1846
+ "ndcg_exponential@5": 0.6456825787723806,
1847
+ "ndcg_exponential@10": 0.6844824528041396,
1848
+ "precision@1": 0.6296875,
1849
+ "precision@5": 0.2890625,
1850
+ "precision@10": 0.18734375000000003,
1851
+ "recall@1": 0.3951696189839572,
1852
+ "recall@5": 0.659770887048001,
1853
+ "recall@10": 0.7716617826107716,
1854
+ "f1@1": 0.44695481601731596,
1855
+ "f1@5": 0.35706838040431793,
1856
+ "f1@10": 0.2716172671963113,
1857
+ "map@1": 0.6296875,
1858
+ "map@5": 0.5768667534722223,
1859
+ "map@10": 0.5999124968998016,
1860
+ "mrr@1": 0.6296875,
1861
+ "mrr@5": 0.726953125,
1862
+ "mrr@10": 0.7358382936507937,
1863
+ "num_pred": 640,
1864
+ "num_data": 640
1865
+ },
1866
+ "ViDoRe_economics_reports_v2_multilingual": {
1867
+ "hit@1": 0.6551724137931034,
1868
+ "hit@5": 0.9094827586206896,
1869
+ "hit@10": 0.978448275862069,
1870
+ "ndcg_linear@1": 0.6551724137931034,
1871
+ "ndcg_linear@5": 0.5842259693732499,
1872
+ "ndcg_linear@10": 0.5631689236258531,
1873
+ "ndcg_exponential@1": 0.6551724137931034,
1874
+ "ndcg_exponential@5": 0.5842259693732498,
1875
+ "ndcg_exponential@10": 0.5631689236258531,
1876
+ "precision@1": 0.6551724137931034,
1877
+ "precision@5": 0.5086206896551724,
1878
+ "precision@10": 0.40689655172413797,
1879
+ "recall@1": 0.09104607887232431,
1880
+ "recall@5": 0.3122295538736643,
1881
+ "recall@10": 0.4399510039999285,
1882
+ "f1@1": 0.14036169096172357,
1883
+ "f1@5": 0.31432248848286065,
1884
+ "f1@10": 0.3421992358308212,
1885
+ "map@1": 0.6551724137931034,
1886
+ "map@5": 0.48152298850574715,
1887
+ "map@10": 0.42450413862064623,
1888
+ "mrr@1": 0.6551724137931034,
1889
+ "mrr@5": 0.7495689655172414,
1890
+ "mrr@10": 0.7594639436234264,
1891
+ "num_pred": 232,
1892
+ "num_data": 232
1893
+ },
1894
+ "ViDoRe_esg_reports_v2_multilingual": {
1895
+ "hit@1": 0.5,
1896
+ "hit@5": 0.8070175438596491,
1897
+ "hit@10": 0.9122807017543859,
1898
+ "ndcg_linear@1": 0.5,
1899
+ "ndcg_linear@5": 0.5414285588112671,
1900
+ "ndcg_linear@10": 0.5850153324478515,
1901
+ "ndcg_exponential@1": 0.5,
1902
+ "ndcg_exponential@5": 0.5414285588112671,
1903
+ "ndcg_exponential@10": 0.5850153324478515,
1904
+ "precision@1": 0.5,
1905
+ "precision@5": 0.2850877192982456,
1906
+ "precision@10": 0.18596491228070178,
1907
+ "recall@1": 0.2570175438596491,
1908
+ "recall@5": 0.5569966583124477,
1909
+ "recall@10": 0.7151002506265665,
1910
+ "f1@1": 0.3105575223996276,
1911
+ "f1@5": 0.3218939604081592,
1912
+ "f1@10": 0.25720402793484104,
1913
+ "map@1": 0.5,
1914
+ "map@5": 0.45529117933723195,
1915
+ "map@10": 0.4698749187784275,
1916
+ "mrr@1": 0.5,
1917
+ "mrr@5": 0.6247807017543859,
1918
+ "mrr@10": 0.6397782651072126,
1919
+ "num_pred": 228,
1920
+ "num_data": 228
1921
+ },
1922
+ "VisRAG_ArxivQA": {
1923
+ "hit@1": 0.8529411764705882,
1924
+ "hit@5": 0.9387254901960784,
1925
+ "hit@10": 0.9546568627450981,
1926
+ "ndcg_linear@1": 0.8529411764705882,
1927
+ "ndcg_linear@5": 0.89959776582756,
1928
+ "ndcg_linear@10": 0.9047627733201995,
1929
+ "ndcg_exponential@1": 0.8529411764705882,
1930
+ "ndcg_exponential@5": 0.89959776582756,
1931
+ "ndcg_exponential@10": 0.9047627733201995,
1932
+ "precision@1": 0.8529411764705882,
1933
+ "precision@5": 0.18774509803921569,
1934
+ "precision@10": 0.09546568627450981,
1935
+ "recall@1": 0.8529411764705882,
1936
+ "recall@5": 0.9387254901960784,
1937
+ "recall@10": 0.9546568627450981,
1938
+ "f1@1": 0.8529411764705882,
1939
+ "f1@5": 0.3129084967320262,
1940
+ "f1@10": 0.17357397504456326,
1941
+ "map@1": 0.8529411764705882,
1942
+ "map@5": 0.8864787581699346,
1943
+ "map@10": 0.8886180166511048,
1944
+ "mrr@1": 0.8529411764705882,
1945
+ "mrr@5": 0.8864787581699346,
1946
+ "mrr@10": 0.8886180166511048,
1947
+ "num_pred": 816,
1948
+ "num_data": 816
1949
+ },
1950
+ "VisRAG_ChartQA": {
1951
+ "hit@1": 0.873015873015873,
1952
+ "hit@5": 0.9365079365079365,
1953
+ "hit@10": 0.9365079365079365,
1954
+ "ndcg_linear@1": 0.873015873015873,
1955
+ "ndcg_linear@5": 0.9109966549319741,
1956
+ "ndcg_linear@10": 0.9109966549319741,
1957
+ "ndcg_exponential@1": 0.873015873015873,
1958
+ "ndcg_exponential@5": 0.9109966549319741,
1959
+ "ndcg_exponential@10": 0.9109966549319741,
1960
+ "precision@1": 0.873015873015873,
1961
+ "precision@5": 0.1873015873015872,
1962
+ "precision@10": 0.0936507936507936,
1963
+ "recall@1": 0.873015873015873,
1964
+ "recall@5": 0.9365079365079365,
1965
+ "recall@10": 0.9365079365079365,
1966
+ "f1@1": 0.873015873015873,
1967
+ "f1@5": 0.3121693121693121,
1968
+ "f1@10": 0.1702741702741703,
1969
+ "map@1": 0.873015873015873,
1970
+ "map@5": 0.9021164021164021,
1971
+ "map@10": 0.9021164021164021,
1972
+ "mrr@1": 0.873015873015873,
1973
+ "mrr@5": 0.9021164021164021,
1974
+ "mrr@10": 0.9021164021164021,
1975
+ "num_pred": 63,
1976
+ "num_data": 63
1977
+ },
1978
+ "VisRAG_MP-DocVQA": {
1979
+ "hit@1": 0.8392554991539763,
1980
+ "hit@5": 0.9593908629441624,
1981
+ "hit@10": 0.9695431472081218,
1982
+ "ndcg_linear@1": 0.8392554991539763,
1983
+ "ndcg_linear@5": 0.9075581726623265,
1984
+ "ndcg_linear@10": 0.9110668477190966,
1985
+ "ndcg_exponential@1": 0.8392554991539763,
1986
+ "ndcg_exponential@5": 0.9075581726623265,
1987
+ "ndcg_exponential@10": 0.9110668477190966,
1988
+ "precision@1": 0.8392554991539763,
1989
+ "precision@5": 0.19187817258883247,
1990
+ "precision@10": 0.09695431472081217,
1991
+ "recall@1": 0.8392554991539763,
1992
+ "recall@5": 0.9593908629441624,
1993
+ "recall@10": 0.9695431472081218,
1994
+ "f1@1": 0.8392554991539763,
1995
+ "f1@5": 0.3197969543147209,
1996
+ "f1@10": 0.17628057221965854,
1997
+ "map@1": 0.8392554991539763,
1998
+ "map@5": 0.889904117315285,
1999
+ "map@10": 0.8914853758762388,
2000
+ "mrr@1": 0.8392554991539763,
2001
+ "mrr@5": 0.889904117315285,
2002
+ "mrr@10": 0.8914853758762388,
2003
+ "num_pred": 591,
2004
+ "num_data": 591
2005
+ },
2006
+ "VisRAG_SlideVQA": {
2007
+ "hit@1": 0.9496402877697842,
2008
+ "hit@5": 0.9946043165467626,
2009
+ "hit@10": 0.9964028776978417,
2010
+ "ndcg_linear@1": 0.9496402877697842,
2011
+ "ndcg_linear@5": 0.9669485475522374,
2012
+ "ndcg_linear@10": 0.9682728577445594,
2013
+ "ndcg_exponential@1": 0.9496402877697842,
2014
+ "ndcg_exponential@5": 0.9669485475522374,
2015
+ "ndcg_exponential@10": 0.9682728577445594,
2016
+ "precision@1": 0.9496402877697842,
2017
+ "precision@5": 0.2496402877697842,
2018
+ "precision@10": 0.12535971223021583,
2019
+ "recall@1": 0.822841726618705,
2020
+ "recall@5": 0.9901079136690647,
2021
+ "recall@10": 0.9937050359712231,
2022
+ "f1@1": 0.8651079136690647,
2023
+ "f1@5": 0.3914868105515589,
2024
+ "f1@10": 0.22005123174187924,
2025
+ "map@1": 0.9496402877697842,
2026
+ "map@5": 0.9531474820143884,
2027
+ "map@10": 0.9539040196414296,
2028
+ "mrr@1": 0.9496402877697842,
2029
+ "mrr@5": 0.9697242206235012,
2030
+ "mrr@10": 0.9699811579307981,
2031
+ "num_pred": 556,
2032
+ "num_data": 556
2033
+ },
2034
+ "VisRAG_InfoVQA": {
2035
+ "hit@1": 0.8983286908077994,
2036
+ "hit@5": 0.9902506963788301,
2037
+ "hit@10": 0.9944289693593314,
2038
+ "ndcg_linear@1": 0.8983286908077994,
2039
+ "ndcg_linear@5": 0.9513824971170205,
2040
+ "ndcg_linear@10": 0.9527822260825177,
2041
+ "ndcg_exponential@1": 0.8983286908077994,
2042
+ "ndcg_exponential@5": 0.9513824971170205,
2043
+ "ndcg_exponential@10": 0.9527822260825177,
2044
+ "precision@1": 0.8983286908077994,
2045
+ "precision@5": 0.198050139275766,
2046
+ "precision@10": 0.09944289693593314,
2047
+ "recall@1": 0.8983286908077994,
2048
+ "recall@5": 0.9902506963788301,
2049
+ "recall@10": 0.9944289693593314,
2050
+ "f1@1": 0.8983286908077994,
2051
+ "f1@5": 0.3300835654596101,
2052
+ "f1@10": 0.18080526715624215,
2053
+ "map@1": 0.8983286908077994,
2054
+ "map@5": 0.938091922005571,
2055
+ "map@10": 0.9386971083698104,
2056
+ "mrr@1": 0.8983286908077994,
2057
+ "mrr@5": 0.938091922005571,
2058
+ "mrr@10": 0.9386971083698104,
2059
+ "num_pred": 718,
2060
+ "num_data": 718
2061
+ },
2062
+ "VisRAG_PlotQA": {
2063
+ "hit@1": 0.6095017381228274,
2064
+ "hit@5": 0.8597914252607184,
2065
+ "hit@10": 0.9397450753186558,
2066
+ "ndcg_linear@1": 0.6095017381228274,
2067
+ "ndcg_linear@5": 0.7425486303953961,
2068
+ "ndcg_linear@10": 0.7686699633948252,
2069
+ "ndcg_exponential@1": 0.6095017381228274,
2070
+ "ndcg_exponential@5": 0.7425486303953961,
2071
+ "ndcg_exponential@10": 0.7686699633948252,
2072
+ "precision@1": 0.6095017381228274,
2073
+ "precision@5": 0.1719582850521437,
2074
+ "precision@10": 0.09397450753186558,
2075
+ "recall@1": 0.6095017381228274,
2076
+ "recall@5": 0.8597914252607184,
2077
+ "recall@10": 0.9397450753186558,
2078
+ "f1@1": 0.6095017381228274,
2079
+ "f1@5": 0.28659714175357287,
2080
+ "f1@10": 0.1708627409670284,
2081
+ "map@1": 0.6095017381228274,
2082
+ "map@5": 0.7034955581305522,
2083
+ "map@10": 0.7144282587503907,
2084
+ "mrr@1": 0.6095017381228274,
2085
+ "mrr@5": 0.7034955581305522,
2086
+ "mrr@10": 0.7144282587503907,
2087
+ "num_pred": 863,
2088
+ "num_data": 863
2089
+ },
2090
+ "ViDoSeek-page-fixed": {
2091
+ "hit@1": 0.7364273204903677,
2092
+ "hit@5": 0.9605954465849387,
2093
+ "hit@10": 0.9833625218914186,
2094
+ "ndcg_linear@1": 0.7364273204903677,
2095
+ "ndcg_linear@5": 0.861455885148778,
2096
+ "ndcg_linear@10": 0.8688691890058123,
2097
+ "ndcg_exponential@1": 0.7364273204903677,
2098
+ "ndcg_exponential@5": 0.861455885148778,
2099
+ "ndcg_exponential@10": 0.8688691890058123,
2100
+ "precision@1": 0.7364273204903677,
2101
+ "precision@5": 0.19211908931698773,
2102
+ "precision@10": 0.09833625218914184,
2103
+ "recall@1": 0.7364273204903677,
2104
+ "recall@5": 0.9605954465849387,
2105
+ "recall@10": 0.9833625218914186,
2106
+ "f1@1": 0.7364273204903677,
2107
+ "f1@5": 0.32019848219497965,
2108
+ "f1@10": 0.17879318579843978,
2109
+ "map@1": 0.7364273204903677,
2110
+ "map@5": 0.8279772329246935,
2111
+ "map@10": 0.8310667028048815,
2112
+ "mrr@1": 0.7364273204903677,
2113
+ "mrr@5": 0.8279772329246935,
2114
+ "mrr@10": 0.8310667028048815,
2115
+ "num_pred": 1142,
2116
+ "num_data": 1142
2117
+ },
2118
+ "ViDoSeek-doc": {
2119
+ "hit@1": 0.9964973730297724,
2120
+ "hit@5": 0.9982486865148862,
2121
+ "hit@10": 0.9982486865148862,
2122
+ "ndcg_linear@1": 0.6701692936368943,
2123
+ "ndcg_linear@5": 0.843600260519479,
2124
+ "ndcg_linear@10": 0.8353621117057143,
2125
+ "ndcg_exponential@1": 0.4370778083562672,
2126
+ "ndcg_exponential@5": 0.7246899972391218,
2127
+ "ndcg_exponential@10": 0.7598497766086472,
2128
+ "precision@1": 0.9964973730297724,
2129
+ "precision@5": 0.932749562171629,
2130
+ "precision@10": 0.8544658493870403,
2131
+ "recall@1": 0.058738331979330705,
2132
+ "recall@5": 0.2744567341769681,
2133
+ "recall@10": 0.49242422250915296,
2134
+ "f1@1": 0.11018743403957935,
2135
+ "f1@5": 0.41541828339638337,
2136
+ "f1@10": 0.6107527277990304,
2137
+ "map@1": 0.9964973730297724,
2138
+ "map@5": 0.9273234092235844,
2139
+ "map@10": 0.8468376654514695,
2140
+ "mrr@1": 0.9964973730297724,
2141
+ "mrr@5": 0.9973730297723292,
2142
+ "mrr@10": 0.9973730297723292,
2143
+ "num_pred": 1142,
2144
+ "num_data": 1142
2145
+ },
2146
+ "MMLongBench-page-fixed": {
2147
+ "hit@1": 0.5107398568019093,
2148
+ "hit@5": 0.6957040572792362,
2149
+ "hit@10": 0.7386634844868735,
2150
+ "ndcg_linear@1": 0.5107398568019093,
2151
+ "ndcg_linear@5": 0.5672163610230647,
2152
+ "ndcg_linear@10": 0.5872886915234139,
2153
+ "ndcg_exponential@1": 0.5107398568019093,
2154
+ "ndcg_exponential@5": 0.5672163610230647,
2155
+ "ndcg_exponential@10": 0.5872886915234139,
2156
+ "precision@1": 0.5107398568019093,
2157
+ "precision@5": 0.18090692124105015,
2158
+ "precision@10": 0.10298329355608593,
2159
+ "recall@1": 0.40454597113308327,
2160
+ "recall@5": 0.6217297420161382,
2161
+ "recall@10": 0.6770883054892601,
2162
+ "f1@1": 0.4363411912934586,
2163
+ "f1@5": 0.2670751830726561,
2164
+ "f1@10": 0.17146718545652262,
2165
+ "map@1": 0.5107398568019093,
2166
+ "map@5": 0.5280406390877751,
2167
+ "map@10": 0.5383468382049187,
2168
+ "mrr@1": 0.5107398568019093,
2169
+ "mrr@5": 0.5830151153540175,
2170
+ "mrr@10": 0.5886885820358374,
2171
+ "num_pred": 838,
2172
+ "num_data": 838
2173
+ },
2174
+ "MMLongBench-doc": {
2175
+ "hit@1": 0.7434367541766109,
2176
+ "hit@5": 0.8293556085918854,
2177
+ "hit@10": 0.8556085918854416,
2178
+ "ndcg_linear@1": 0.5270485282418458,
2179
+ "ndcg_linear@5": 0.5609949415885398,
2180
+ "ndcg_linear@10": 0.5382863775486935,
2181
+ "ndcg_exponential@1": 0.37248550971701333,
2182
+ "ndcg_exponential@5": 0.4741805693184277,
2183
+ "ndcg_exponential@10": 0.48259105053597917,
2184
+ "precision@1": 0.7434367541766109,
2185
+ "precision@5": 0.6190930787589498,
2186
+ "precision@10": 0.5458233890214796,
2187
+ "recall@1": 0.024531898588992428,
2188
+ "recall@5": 0.0989407052569478,
2189
+ "recall@10": 0.16886153682977983,
2190
+ "f1@1": 0.04699525746194548,
2191
+ "f1@5": 0.16374672935951165,
2192
+ "f1@10": 0.24182537903354245,
2193
+ "map@1": 0.7434367541766109,
2194
+ "map@5": 0.588357199681782,
2195
+ "map@10": 0.5024192248277372,
2196
+ "mrr@1": 0.7434367541766109,
2197
+ "mrr@5": 0.7789180588703262,
2198
+ "mrr@10": 0.7823119104443687,
2199
+ "num_pred": 838,
2200
+ "num_data": 838
2201
+ }
2202
+ }
2203
+ }
2204
+ }