Upload DME-Small.json

#146
by clearli - opened
Files changed (1) hide show
  1. scores/DME-Small.json +2204 -0
scores/DME-Small.json ADDED
@@ -0,0 +1,2204 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "metadata": {
3
+ "model_name": "DME-Small",
4
+ "model_size": "2.21",
5
+ "embedding_dimension": 2048,
6
+ "max_length_tokens": null,
7
+ "model_release_date": "2026-07-16",
8
+ "data_source": "Self-Reported",
9
+ "url": "",
10
+ "report_generated_date": "2026-07-16T18:02:02.343631"
11
+ },
12
+ "metrics": {
13
+ "image": {
14
+ "ImageNet-1K": {
15
+ "hit@1": 0.825,
16
+ "hit@5": 0.97,
17
+ "hit@10": 0.983,
18
+ "ndcg_linear@1": 0.825,
19
+ "ndcg_linear@5": 0.9064932706186322,
20
+ "ndcg_linear@10": 0.9107724967603733,
21
+ "ndcg_exponential@1": 0.825,
22
+ "ndcg_exponential@5": 0.9064932706186322,
23
+ "ndcg_exponential@10": 0.9107724967603733,
24
+ "precision@1": 0.825,
25
+ "precision@5": 0.19400000000000003,
26
+ "precision@10": 0.09830000000000001,
27
+ "recall@1": 0.825,
28
+ "recall@5": 0.97,
29
+ "recall@10": 0.983,
30
+ "f1@1": 0.825,
31
+ "f1@5": 0.3233333333333333,
32
+ "f1@10": 0.17872727272727268,
33
+ "map@1": 0.825,
34
+ "map@5": 0.8849833333333333,
35
+ "map@10": 0.886795634920635,
36
+ "mrr@1": 0.825,
37
+ "mrr@5": 0.8849833333333333,
38
+ "mrr@10": 0.886795634920635,
39
+ "num_pred": 1000,
40
+ "num_data": 1000
41
+ },
42
+ "N24News": {
43
+ "hit@1": 0.795,
44
+ "hit@5": 0.971,
45
+ "hit@10": 0.995,
46
+ "ndcg_linear@1": 0.795,
47
+ "ndcg_linear@5": 0.8935240352087835,
48
+ "ndcg_linear@10": 0.9012979520076239,
49
+ "ndcg_exponential@1": 0.795,
50
+ "ndcg_exponential@5": 0.8935240352087835,
51
+ "ndcg_exponential@10": 0.9012979520076239,
52
+ "precision@1": 0.795,
53
+ "precision@5": 0.1942,
54
+ "precision@10": 0.09950000000000003,
55
+ "recall@1": 0.795,
56
+ "recall@5": 0.971,
57
+ "recall@10": 0.995,
58
+ "f1@1": 0.795,
59
+ "f1@5": 0.3236666666666666,
60
+ "f1@10": 0.18090909090909088,
61
+ "map@1": 0.795,
62
+ "map@5": 0.8672666666666666,
63
+ "map@10": 0.8704821428571429,
64
+ "mrr@1": 0.795,
65
+ "mrr@5": 0.8672666666666666,
66
+ "mrr@10": 0.8704821428571429,
67
+ "num_pred": 1000,
68
+ "num_data": 1000
69
+ },
70
+ "HatefulMemes": {
71
+ "hit@1": 0.618,
72
+ "hit@5": 1.0,
73
+ "hit@10": 1.0,
74
+ "ndcg_linear@1": 0.618,
75
+ "ndcg_linear@5": 0.8590151658642968,
76
+ "ndcg_linear@10": 0.8590151658642968,
77
+ "ndcg_exponential@1": 0.618,
78
+ "ndcg_exponential@5": 0.8590151658642968,
79
+ "ndcg_exponential@10": 0.8590151658642968,
80
+ "precision@1": 0.618,
81
+ "precision@5": 0.20000000000000004,
82
+ "precision@10": 0.10000000000000002,
83
+ "recall@1": 0.618,
84
+ "recall@5": 1.0,
85
+ "recall@10": 1.0,
86
+ "f1@1": 0.618,
87
+ "f1@5": 0.3333333333333333,
88
+ "f1@10": 0.18181818181818182,
89
+ "map@1": 0.618,
90
+ "map@5": 0.809,
91
+ "map@10": 0.809,
92
+ "mrr@1": 0.618,
93
+ "mrr@5": 0.809,
94
+ "mrr@10": 0.809,
95
+ "num_pred": 1000,
96
+ "num_data": 1000
97
+ },
98
+ "VOC2007": {
99
+ "hit@1": 0.932,
100
+ "hit@5": 0.984,
101
+ "hit@10": 0.995,
102
+ "ndcg_linear@1": 0.932,
103
+ "ndcg_linear@5": 0.9618709828959838,
104
+ "ndcg_linear@10": 0.9654030482616553,
105
+ "ndcg_exponential@1": 0.932,
106
+ "ndcg_exponential@5": 0.9618709828959838,
107
+ "ndcg_exponential@10": 0.9654030482616553,
108
+ "precision@1": 0.932,
109
+ "precision@5": 0.19680000000000003,
110
+ "precision@10": 0.09950000000000002,
111
+ "recall@1": 0.932,
112
+ "recall@5": 0.984,
113
+ "recall@10": 0.995,
114
+ "f1@1": 0.932,
115
+ "f1@5": 0.328,
116
+ "f1@10": 0.18090909090909088,
117
+ "map@1": 0.932,
118
+ "map@5": 0.9543166666666666,
119
+ "map@10": 0.9557579365079365,
120
+ "mrr@1": 0.932,
121
+ "mrr@5": 0.9543166666666666,
122
+ "mrr@10": 0.9557579365079365,
123
+ "num_pred": 1000,
124
+ "num_data": 1000
125
+ },
126
+ "SUN397": {
127
+ "hit@1": 0.825,
128
+ "hit@5": 0.978,
129
+ "hit@10": 0.992,
130
+ "ndcg_linear@1": 0.825,
131
+ "ndcg_linear@5": 0.91238608667898,
132
+ "ndcg_linear@10": 0.9170692487378619,
133
+ "ndcg_exponential@1": 0.825,
134
+ "ndcg_exponential@5": 0.91238608667898,
135
+ "ndcg_exponential@10": 0.9170692487378619,
136
+ "precision@1": 0.825,
137
+ "precision@5": 0.19560000000000002,
138
+ "precision@10": 0.09920000000000001,
139
+ "recall@1": 0.825,
140
+ "recall@5": 0.978,
141
+ "recall@10": 0.992,
142
+ "f1@1": 0.825,
143
+ "f1@5": 0.326,
144
+ "f1@10": 0.18036363636363634,
145
+ "map@1": 0.825,
146
+ "map@5": 0.8900166666666667,
147
+ "map@10": 0.8920392857142857,
148
+ "mrr@1": 0.825,
149
+ "mrr@5": 0.8900166666666667,
150
+ "mrr@10": 0.8920392857142857,
151
+ "num_pred": 1000,
152
+ "num_data": 1000
153
+ },
154
+ "Place365": {
155
+ "hit@1": 0.464,
156
+ "hit@5": 0.783,
157
+ "hit@10": 0.874,
158
+ "ndcg_linear@1": 0.464,
159
+ "ndcg_linear@5": 0.6390528166746228,
160
+ "ndcg_linear@10": 0.6685721233497054,
161
+ "ndcg_exponential@1": 0.464,
162
+ "ndcg_exponential@5": 0.6390528166746228,
163
+ "ndcg_exponential@10": 0.6685721233497054,
164
+ "precision@1": 0.464,
165
+ "precision@5": 0.1566,
166
+ "precision@10": 0.0874,
167
+ "recall@1": 0.464,
168
+ "recall@5": 0.783,
169
+ "recall@10": 0.874,
170
+ "f1@1": 0.464,
171
+ "f1@5": 0.26100000000000007,
172
+ "f1@10": 0.15890909090909092,
173
+ "map@1": 0.464,
174
+ "map@5": 0.5907333333333333,
175
+ "map@10": 0.6029714285714285,
176
+ "mrr@1": 0.464,
177
+ "mrr@5": 0.5907333333333333,
178
+ "mrr@10": 0.6029714285714285,
179
+ "num_pred": 1000,
180
+ "num_data": 1000
181
+ },
182
+ "ImageNet-A": {
183
+ "hit@1": 0.572,
184
+ "hit@5": 0.8,
185
+ "hit@10": 0.866,
186
+ "ndcg_linear@1": 0.572,
187
+ "ndcg_linear@5": 0.6945637540816594,
188
+ "ndcg_linear@10": 0.7160864428712584,
189
+ "ndcg_exponential@1": 0.572,
190
+ "ndcg_exponential@5": 0.6945637540816594,
191
+ "ndcg_exponential@10": 0.7160864428712584,
192
+ "precision@1": 0.572,
193
+ "precision@5": 0.16,
194
+ "precision@10": 0.0866,
195
+ "recall@1": 0.572,
196
+ "recall@5": 0.8,
197
+ "recall@10": 0.866,
198
+ "f1@1": 0.572,
199
+ "f1@5": 0.2666666666666667,
200
+ "f1@10": 0.15745454545454546,
201
+ "map@1": 0.572,
202
+ "map@5": 0.6593833333333332,
203
+ "map@10": 0.6683658730158729,
204
+ "mrr@1": 0.572,
205
+ "mrr@5": 0.6593833333333332,
206
+ "mrr@10": 0.6683658730158729,
207
+ "num_pred": 1000,
208
+ "num_data": 1000
209
+ },
210
+ "ImageNet-R": {
211
+ "hit@1": 0.887,
212
+ "hit@5": 0.982,
213
+ "hit@10": 0.988,
214
+ "ndcg_linear@1": 0.887,
215
+ "ndcg_linear@5": 0.9418800450523803,
216
+ "ndcg_linear@10": 0.9439307981571567,
217
+ "ndcg_exponential@1": 0.887,
218
+ "ndcg_exponential@5": 0.9418800450523803,
219
+ "ndcg_exponential@10": 0.9439307981571567,
220
+ "precision@1": 0.887,
221
+ "precision@5": 0.19640000000000002,
222
+ "precision@10": 0.09880000000000001,
223
+ "recall@1": 0.887,
224
+ "recall@5": 0.982,
225
+ "recall@10": 0.988,
226
+ "f1@1": 0.887,
227
+ "f1@5": 0.32733333333333337,
228
+ "f1@10": 0.17963636363636362,
229
+ "map@1": 0.887,
230
+ "map@5": 0.9281333333333334,
231
+ "map@10": 0.9290440476190477,
232
+ "mrr@1": 0.887,
233
+ "mrr@5": 0.9281333333333334,
234
+ "mrr@10": 0.9290440476190477,
235
+ "num_pred": 1000,
236
+ "num_data": 1000
237
+ },
238
+ "ObjectNet": {
239
+ "hit@1": 0.67,
240
+ "hit@5": 0.855,
241
+ "hit@10": 0.907,
242
+ "ndcg_linear@1": 0.67,
243
+ "ndcg_linear@5": 0.7711626807423606,
244
+ "ndcg_linear@10": 0.7880147539529835,
245
+ "ndcg_exponential@1": 0.67,
246
+ "ndcg_exponential@5": 0.7711626807423606,
247
+ "ndcg_exponential@10": 0.7880147539529835,
248
+ "precision@1": 0.67,
249
+ "precision@5": 0.171,
250
+ "precision@10": 0.0907,
251
+ "recall@1": 0.67,
252
+ "recall@5": 0.855,
253
+ "recall@10": 0.907,
254
+ "f1@1": 0.67,
255
+ "f1@5": 0.285,
256
+ "f1@10": 0.1649090909090909,
257
+ "map@1": 0.67,
258
+ "map@5": 0.7430666666666668,
259
+ "map@10": 0.7500416666666666,
260
+ "mrr@1": 0.67,
261
+ "mrr@5": 0.7430666666666668,
262
+ "mrr@10": 0.7500416666666666,
263
+ "num_pred": 1000,
264
+ "num_data": 1000
265
+ },
266
+ "Country211": {
267
+ "hit@1": 0.275,
268
+ "hit@5": 0.53,
269
+ "hit@10": 0.648,
270
+ "ndcg_linear@1": 0.275,
271
+ "ndcg_linear@5": 0.4073011426211997,
272
+ "ndcg_linear@10": 0.44518587337432486,
273
+ "ndcg_exponential@1": 0.275,
274
+ "ndcg_exponential@5": 0.4073011426211997,
275
+ "ndcg_exponential@10": 0.44518587337432486,
276
+ "precision@1": 0.275,
277
+ "precision@5": 0.10599999999999998,
278
+ "precision@10": 0.0648,
279
+ "recall@1": 0.275,
280
+ "recall@5": 0.53,
281
+ "recall@10": 0.648,
282
+ "f1@1": 0.275,
283
+ "f1@5": 0.17666666666666672,
284
+ "f1@10": 0.11781818181818184,
285
+ "map@1": 0.275,
286
+ "map@5": 0.3667333333333333,
287
+ "map@10": 0.382215873015873,
288
+ "mrr@1": 0.275,
289
+ "mrr@5": 0.3667333333333333,
290
+ "mrr@10": 0.382215873015873,
291
+ "num_pred": 1000,
292
+ "num_data": 1000
293
+ },
294
+ "OK-VQA": {
295
+ "hit@1": 0.694,
296
+ "hit@5": 0.908,
297
+ "hit@10": 0.944,
298
+ "ndcg_linear@1": 0.694,
299
+ "ndcg_linear@5": 0.813037741041536,
300
+ "ndcg_linear@10": 0.8247416365671284,
301
+ "ndcg_exponential@1": 0.694,
302
+ "ndcg_exponential@5": 0.813037741041536,
303
+ "ndcg_exponential@10": 0.8247416365671284,
304
+ "precision@1": 0.694,
305
+ "precision@5": 0.1816,
306
+ "precision@10": 0.09440000000000001,
307
+ "recall@1": 0.694,
308
+ "recall@5": 0.908,
309
+ "recall@10": 0.944,
310
+ "f1@1": 0.694,
311
+ "f1@5": 0.30266666666666664,
312
+ "f1@10": 0.17163636363636361,
313
+ "map@1": 0.694,
314
+ "map@5": 0.7809333333333334,
315
+ "map@10": 0.7857996031746032,
316
+ "mrr@1": 0.694,
317
+ "mrr@5": 0.7809333333333334,
318
+ "mrr@10": 0.7857996031746032,
319
+ "num_pred": 1000,
320
+ "num_data": 1000
321
+ },
322
+ "A-OKVQA": {
323
+ "hit@1": 0.616,
324
+ "hit@5": 0.894,
325
+ "hit@10": 0.942,
326
+ "ndcg_linear@1": 0.616,
327
+ "ndcg_linear@5": 0.7701700412705798,
328
+ "ndcg_linear@10": 0.7860380953061717,
329
+ "ndcg_exponential@1": 0.616,
330
+ "ndcg_exponential@5": 0.7701700412705798,
331
+ "ndcg_exponential@10": 0.7860380953061717,
332
+ "precision@1": 0.616,
333
+ "precision@5": 0.17880000000000001,
334
+ "precision@10": 0.09420000000000002,
335
+ "recall@1": 0.616,
336
+ "recall@5": 0.894,
337
+ "recall@10": 0.942,
338
+ "f1@1": 0.616,
339
+ "f1@5": 0.298,
340
+ "f1@10": 0.17127272727272727,
341
+ "map@1": 0.616,
342
+ "map@5": 0.7284166666666666,
343
+ "map@10": 0.7351686507936508,
344
+ "mrr@1": 0.616,
345
+ "mrr@5": 0.7284166666666666,
346
+ "mrr@10": 0.7351686507936508,
347
+ "num_pred": 1000,
348
+ "num_data": 1000
349
+ },
350
+ "DocVQA": {
351
+ "hit@1": 0.955,
352
+ "hit@5": 0.997,
353
+ "hit@10": 0.999,
354
+ "ndcg_linear@1": 0.955,
355
+ "ndcg_linear@5": 0.9796760985305251,
356
+ "ndcg_linear@10": 0.9803477705944189,
357
+ "ndcg_exponential@1": 0.955,
358
+ "ndcg_exponential@5": 0.9796760985305251,
359
+ "ndcg_exponential@10": 0.9803477705944189,
360
+ "precision@1": 0.955,
361
+ "precision@5": 0.19940000000000002,
362
+ "precision@10": 0.09990000000000002,
363
+ "recall@1": 0.955,
364
+ "recall@5": 0.997,
365
+ "recall@10": 0.999,
366
+ "f1@1": 0.955,
367
+ "f1@5": 0.33233333333333337,
368
+ "f1@10": 0.18163636363636362,
369
+ "map@1": 0.955,
370
+ "map@5": 0.9737,
371
+ "map@10": 0.9739916666666667,
372
+ "mrr@1": 0.955,
373
+ "mrr@5": 0.9737,
374
+ "mrr@10": 0.9739916666666667,
375
+ "num_pred": 1000,
376
+ "num_data": 1000
377
+ },
378
+ "InfographicsVQA": {
379
+ "hit@1": 0.808,
380
+ "hit@5": 0.927,
381
+ "hit@10": 0.95,
382
+ "ndcg_linear@1": 0.808,
383
+ "ndcg_linear@5": 0.8751282771002572,
384
+ "ndcg_linear@10": 0.8825971223698567,
385
+ "ndcg_exponential@1": 0.808,
386
+ "ndcg_exponential@5": 0.8751282771002572,
387
+ "ndcg_exponential@10": 0.8825971223698567,
388
+ "precision@1": 0.808,
389
+ "precision@5": 0.18540000000000004,
390
+ "precision@10": 0.09500000000000001,
391
+ "recall@1": 0.808,
392
+ "recall@5": 0.927,
393
+ "recall@10": 0.95,
394
+ "f1@1": 0.808,
395
+ "f1@5": 0.309,
396
+ "f1@10": 0.1727272727272727,
397
+ "map@1": 0.808,
398
+ "map@5": 0.8575166666666667,
399
+ "map@10": 0.8606162698412697,
400
+ "mrr@1": 0.808,
401
+ "mrr@5": 0.8575166666666667,
402
+ "mrr@10": 0.8606162698412697,
403
+ "num_pred": 1000,
404
+ "num_data": 1000
405
+ },
406
+ "ChartQA": {
407
+ "hit@1": 0.735,
408
+ "hit@5": 0.899,
409
+ "hit@10": 0.935,
410
+ "ndcg_linear@1": 0.735,
411
+ "ndcg_linear@5": 0.8238077265300144,
412
+ "ndcg_linear@10": 0.8356363453459408,
413
+ "ndcg_exponential@1": 0.735,
414
+ "ndcg_exponential@5": 0.8238077265300144,
415
+ "ndcg_exponential@10": 0.8356363453459408,
416
+ "precision@1": 0.735,
417
+ "precision@5": 0.17980000000000002,
418
+ "precision@10": 0.09350000000000001,
419
+ "recall@1": 0.735,
420
+ "recall@5": 0.899,
421
+ "recall@10": 0.935,
422
+ "f1@1": 0.735,
423
+ "f1@5": 0.2996666666666667,
424
+ "f1@10": 0.17,
425
+ "map@1": 0.735,
426
+ "map@5": 0.7986166666666665,
427
+ "map@10": 0.8036075396825396,
428
+ "mrr@1": 0.735,
429
+ "mrr@5": 0.7986166666666665,
430
+ "mrr@10": 0.8036075396825396,
431
+ "num_pred": 1000,
432
+ "num_data": 1000
433
+ },
434
+ "Visual7W": {
435
+ "hit@1": 0.669,
436
+ "hit@5": 0.933,
437
+ "hit@10": 0.973,
438
+ "ndcg_linear@1": 0.669,
439
+ "ndcg_linear@5": 0.8175161176564056,
440
+ "ndcg_linear@10": 0.8306364955790443,
441
+ "ndcg_exponential@1": 0.669,
442
+ "ndcg_exponential@5": 0.8175161176564056,
443
+ "ndcg_exponential@10": 0.8306364955790443,
444
+ "precision@1": 0.669,
445
+ "precision@5": 0.18660000000000002,
446
+ "precision@10": 0.09730000000000001,
447
+ "recall@1": 0.669,
448
+ "recall@5": 0.933,
449
+ "recall@10": 0.973,
450
+ "f1@1": 0.669,
451
+ "f1@5": 0.311,
452
+ "f1@10": 0.17690909090909088,
453
+ "map@1": 0.669,
454
+ "map@5": 0.7783666666666667,
455
+ "map@10": 0.7838869047619047,
456
+ "mrr@1": 0.669,
457
+ "mrr@5": 0.7783666666666667,
458
+ "mrr@10": 0.7838869047619047,
459
+ "num_pred": 1000,
460
+ "num_data": 1000
461
+ },
462
+ "ScienceQA": {
463
+ "hit@1": 0.771,
464
+ "hit@5": 0.941,
465
+ "hit@10": 0.986,
466
+ "ndcg_linear@1": 0.771,
467
+ "ndcg_linear@5": 0.8644121003942414,
468
+ "ndcg_linear@10": 0.8792150590652025,
469
+ "ndcg_exponential@1": 0.771,
470
+ "ndcg_exponential@5": 0.8644121003942414,
471
+ "ndcg_exponential@10": 0.8792150590652025,
472
+ "precision@1": 0.771,
473
+ "precision@5": 0.1882,
474
+ "precision@10": 0.09860000000000002,
475
+ "recall@1": 0.771,
476
+ "recall@5": 0.941,
477
+ "recall@10": 0.986,
478
+ "f1@1": 0.771,
479
+ "f1@5": 0.3136666666666667,
480
+ "f1@10": 0.17927272727272725,
481
+ "map@1": 0.771,
482
+ "map@5": 0.83865,
483
+ "map@10": 0.8449031746031747,
484
+ "mrr@1": 0.771,
485
+ "mrr@5": 0.83865,
486
+ "mrr@10": 0.8449031746031747,
487
+ "num_pred": 1000,
488
+ "num_data": 1000
489
+ },
490
+ "VizWiz": {
491
+ "hit@1": 0.571,
492
+ "hit@5": 0.735,
493
+ "hit@10": 0.786,
494
+ "ndcg_linear@1": 0.571,
495
+ "ndcg_linear@5": 0.6613770767715745,
496
+ "ndcg_linear@10": 0.6776808525753463,
497
+ "ndcg_exponential@1": 0.571,
498
+ "ndcg_exponential@5": 0.6613770767715745,
499
+ "ndcg_exponential@10": 0.6776808525753463,
500
+ "precision@1": 0.571,
501
+ "precision@5": 0.147,
502
+ "precision@10": 0.07859999999999999,
503
+ "recall@1": 0.571,
504
+ "recall@5": 0.735,
505
+ "recall@10": 0.786,
506
+ "f1@1": 0.571,
507
+ "f1@5": 0.24500000000000005,
508
+ "f1@10": 0.14290909090909093,
509
+ "map@1": 0.571,
510
+ "map@5": 0.6365666666666666,
511
+ "map@10": 0.6431857142857144,
512
+ "mrr@1": 0.571,
513
+ "mrr@5": 0.6365666666666666,
514
+ "mrr@10": 0.6431857142857144,
515
+ "num_pred": 1000,
516
+ "num_data": 1000
517
+ },
518
+ "GQA": {
519
+ "hit@1": 0.883,
520
+ "hit@5": 0.984,
521
+ "hit@10": 0.993,
522
+ "ndcg_linear@1": 0.883,
523
+ "ndcg_linear@5": 0.9397650903831796,
524
+ "ndcg_linear@10": 0.9426771346797082,
525
+ "ndcg_exponential@1": 0.883,
526
+ "ndcg_exponential@5": 0.9397650903831796,
527
+ "ndcg_exponential@10": 0.9426771346797082,
528
+ "precision@1": 0.883,
529
+ "precision@5": 0.1968,
530
+ "precision@10": 0.09930000000000001,
531
+ "recall@1": 0.883,
532
+ "recall@5": 0.984,
533
+ "recall@10": 0.993,
534
+ "f1@1": 0.883,
535
+ "f1@5": 0.328,
536
+ "f1@10": 0.18054545454545454,
537
+ "map@1": 0.883,
538
+ "map@5": 0.9247666666666666,
539
+ "map@10": 0.9259706349206349,
540
+ "mrr@1": 0.883,
541
+ "mrr@5": 0.9247666666666666,
542
+ "mrr@10": 0.9259706349206349,
543
+ "num_pred": 1000,
544
+ "num_data": 1000
545
+ },
546
+ "TextVQA": {
547
+ "hit@1": 0.919,
548
+ "hit@5": 0.968,
549
+ "hit@10": 0.977,
550
+ "ndcg_linear@1": 0.919,
551
+ "ndcg_linear@5": 0.9469420870147124,
552
+ "ndcg_linear@10": 0.9498000106047145,
553
+ "ndcg_exponential@1": 0.919,
554
+ "ndcg_exponential@5": 0.9469420870147124,
555
+ "ndcg_exponential@10": 0.9498000106047145,
556
+ "precision@1": 0.919,
557
+ "precision@5": 0.19360000000000002,
558
+ "precision@10": 0.09770000000000002,
559
+ "recall@1": 0.919,
560
+ "recall@5": 0.968,
561
+ "recall@10": 0.977,
562
+ "f1@1": 0.919,
563
+ "f1@5": 0.3226666666666667,
564
+ "f1@10": 0.17763636363636362,
565
+ "map@1": 0.919,
566
+ "map@5": 0.9397666666666666,
567
+ "map@10": 0.940913492063492,
568
+ "mrr@1": 0.919,
569
+ "mrr@5": 0.9397666666666666,
570
+ "mrr@10": 0.940913492063492,
571
+ "num_pred": 1000,
572
+ "num_data": 1000
573
+ },
574
+ "VisDial": {
575
+ "hit@1": 0.852,
576
+ "hit@5": 0.979,
577
+ "hit@10": 0.99,
578
+ "ndcg_linear@1": 0.852,
579
+ "ndcg_linear@5": 0.9230174782077342,
580
+ "ndcg_linear@10": 0.9266310281940503,
581
+ "ndcg_exponential@1": 0.852,
582
+ "ndcg_exponential@5": 0.9230174782077342,
583
+ "ndcg_exponential@10": 0.9266310281940503,
584
+ "precision@1": 0.852,
585
+ "precision@5": 0.1958,
586
+ "precision@10": 0.09900000000000002,
587
+ "recall@1": 0.852,
588
+ "recall@5": 0.979,
589
+ "recall@10": 0.99,
590
+ "f1@1": 0.852,
591
+ "f1@5": 0.32633333333333336,
592
+ "f1@10": 0.17999999999999997,
593
+ "map@1": 0.852,
594
+ "map@5": 0.9040833333333332,
595
+ "map@10": 0.9056079365079366,
596
+ "mrr@1": 0.852,
597
+ "mrr@5": 0.9040833333333332,
598
+ "mrr@10": 0.9056079365079366,
599
+ "num_pred": 1000,
600
+ "num_data": 1000
601
+ },
602
+ "CIRR": {
603
+ "hit@1": 0.647,
604
+ "hit@5": 0.934,
605
+ "hit@10": 0.972,
606
+ "ndcg_linear@1": 0.647,
607
+ "ndcg_linear@5": 0.8077862619172709,
608
+ "ndcg_linear@10": 0.8201383743424229,
609
+ "ndcg_exponential@1": 0.647,
610
+ "ndcg_exponential@5": 0.8077862619172709,
611
+ "ndcg_exponential@10": 0.8201383743424229,
612
+ "precision@1": 0.647,
613
+ "precision@5": 0.18680000000000002,
614
+ "precision@10": 0.09720000000000002,
615
+ "recall@1": 0.647,
616
+ "recall@5": 0.934,
617
+ "recall@10": 0.972,
618
+ "f1@1": 0.647,
619
+ "f1@5": 0.3113333333333333,
620
+ "f1@10": 0.17672727272727273,
621
+ "map@1": 0.647,
622
+ "map@5": 0.7650333333333333,
623
+ "map@10": 0.7701634920634921,
624
+ "mrr@1": 0.647,
625
+ "mrr@5": 0.7650333333333333,
626
+ "mrr@10": 0.7701634920634921,
627
+ "num_pred": 1000,
628
+ "num_data": 1000
629
+ },
630
+ "VisualNews_t2i": {
631
+ "hit@1": 0.715,
632
+ "hit@5": 0.874,
633
+ "hit@10": 0.914,
634
+ "ndcg_linear@1": 0.715,
635
+ "ndcg_linear@5": 0.8007762903854468,
636
+ "ndcg_linear@10": 0.8138269636142524,
637
+ "ndcg_exponential@1": 0.715,
638
+ "ndcg_exponential@5": 0.8007762903854468,
639
+ "ndcg_exponential@10": 0.8138269636142524,
640
+ "precision@1": 0.715,
641
+ "precision@5": 0.1748,
642
+ "precision@10": 0.09140000000000001,
643
+ "recall@1": 0.715,
644
+ "recall@5": 0.874,
645
+ "recall@10": 0.914,
646
+ "f1@1": 0.715,
647
+ "f1@5": 0.2913333333333334,
648
+ "f1@10": 0.16618181818181818,
649
+ "map@1": 0.715,
650
+ "map@5": 0.7762833333333333,
651
+ "map@10": 0.7817369047619047,
652
+ "mrr@1": 0.715,
653
+ "mrr@5": 0.7762833333333333,
654
+ "mrr@10": 0.7817369047619047,
655
+ "num_pred": 1000,
656
+ "num_data": 1000
657
+ },
658
+ "VisualNews_i2t": {
659
+ "hit@1": 0.749,
660
+ "hit@5": 0.891,
661
+ "hit@10": 0.924,
662
+ "ndcg_linear@1": 0.749,
663
+ "ndcg_linear@5": 0.8260832128212854,
664
+ "ndcg_linear@10": 0.8368626237066451,
665
+ "ndcg_exponential@1": 0.749,
666
+ "ndcg_exponential@5": 0.8260832128212854,
667
+ "ndcg_exponential@10": 0.8368626237066451,
668
+ "precision@1": 0.749,
669
+ "precision@5": 0.17820000000000003,
670
+ "precision@10": 0.09240000000000001,
671
+ "recall@1": 0.749,
672
+ "recall@5": 0.891,
673
+ "recall@10": 0.924,
674
+ "f1@1": 0.749,
675
+ "f1@5": 0.297,
676
+ "f1@10": 0.168,
677
+ "map@1": 0.749,
678
+ "map@5": 0.8043833333333333,
679
+ "map@10": 0.8088972222222222,
680
+ "mrr@1": 0.749,
681
+ "mrr@5": 0.8043833333333333,
682
+ "mrr@10": 0.8088972222222222,
683
+ "num_pred": 1000,
684
+ "num_data": 1000
685
+ },
686
+ "MSCOCO_t2i": {
687
+ "hit@1": 0.796,
688
+ "hit@5": 0.959,
689
+ "hit@10": 0.986,
690
+ "ndcg_linear@1": 0.796,
691
+ "ndcg_linear@5": 0.8881626820926367,
692
+ "ndcg_linear@10": 0.8969967814801483,
693
+ "ndcg_exponential@1": 0.796,
694
+ "ndcg_exponential@5": 0.8881626820926367,
695
+ "ndcg_exponential@10": 0.8969967814801483,
696
+ "precision@1": 0.796,
697
+ "precision@5": 0.1918,
698
+ "precision@10": 0.09860000000000002,
699
+ "recall@1": 0.796,
700
+ "recall@5": 0.959,
701
+ "recall@10": 0.986,
702
+ "f1@1": 0.796,
703
+ "f1@5": 0.3196666666666667,
704
+ "f1@10": 0.17927272727272725,
705
+ "map@1": 0.796,
706
+ "map@5": 0.8640999999999999,
707
+ "map@10": 0.8678055555555554,
708
+ "mrr@1": 0.796,
709
+ "mrr@5": 0.8640999999999999,
710
+ "mrr@10": 0.8678055555555554,
711
+ "num_pred": 1000,
712
+ "num_data": 1000
713
+ },
714
+ "MSCOCO_i2t": {
715
+ "hit@1": 0.748,
716
+ "hit@5": 0.955,
717
+ "hit@10": 0.985,
718
+ "ndcg_linear@1": 0.748,
719
+ "ndcg_linear@5": 0.8603575651078195,
720
+ "ndcg_linear@10": 0.8701788014360105,
721
+ "ndcg_exponential@1": 0.748,
722
+ "ndcg_exponential@5": 0.8603575651078195,
723
+ "ndcg_exponential@10": 0.8701788014360105,
724
+ "precision@1": 0.748,
725
+ "precision@5": 0.19100000000000003,
726
+ "precision@10": 0.09850000000000002,
727
+ "recall@1": 0.748,
728
+ "recall@5": 0.955,
729
+ "recall@10": 0.985,
730
+ "f1@1": 0.748,
731
+ "f1@5": 0.31833333333333336,
732
+ "f1@10": 0.17909090909090908,
733
+ "map@1": 0.748,
734
+ "map@5": 0.8286833333333333,
735
+ "map@10": 0.8328055555555555,
736
+ "mrr@1": 0.748,
737
+ "mrr@5": 0.8286833333333333,
738
+ "mrr@10": 0.8328055555555555,
739
+ "num_pred": 1000,
740
+ "num_data": 1000
741
+ },
742
+ "NIGHTS": {
743
+ "hit@1": 0.695,
744
+ "hit@5": 0.988,
745
+ "hit@10": 0.996,
746
+ "ndcg_linear@1": 0.695,
747
+ "ndcg_linear@5": 0.862431440352816,
748
+ "ndcg_linear@10": 0.865095162133349,
749
+ "ndcg_exponential@1": 0.695,
750
+ "ndcg_exponential@5": 0.862431440352816,
751
+ "ndcg_exponential@10": 0.865095162133349,
752
+ "precision@1": 0.695,
753
+ "precision@5": 0.19760000000000003,
754
+ "precision@10": 0.09960000000000002,
755
+ "recall@1": 0.695,
756
+ "recall@5": 0.988,
757
+ "recall@10": 0.996,
758
+ "f1@1": 0.695,
759
+ "f1@5": 0.3293333333333333,
760
+ "f1@10": 0.18109090909090905,
761
+ "map@1": 0.695,
762
+ "map@5": 0.81955,
763
+ "map@10": 0.820695634920635,
764
+ "mrr@1": 0.695,
765
+ "mrr@5": 0.81955,
766
+ "mrr@10": 0.820695634920635,
767
+ "num_pred": 1000,
768
+ "num_data": 1000
769
+ },
770
+ "WebQA": {
771
+ "hit@1": 0.908,
772
+ "hit@5": 0.988,
773
+ "hit@10": 0.99,
774
+ "ndcg_linear@1": 0.908,
775
+ "ndcg_linear@5": 0.9553877621826621,
776
+ "ndcg_linear@10": 0.9560773027031034,
777
+ "ndcg_exponential@1": 0.908,
778
+ "ndcg_exponential@5": 0.9553877621826621,
779
+ "ndcg_exponential@10": 0.9560773027031034,
780
+ "precision@1": 0.908,
781
+ "precision@5": 0.19760000000000003,
782
+ "precision@10": 0.09900000000000002,
783
+ "recall@1": 0.908,
784
+ "recall@5": 0.988,
785
+ "recall@10": 0.99,
786
+ "f1@1": 0.908,
787
+ "f1@5": 0.3293333333333333,
788
+ "f1@10": 0.18,
789
+ "map@1": 0.908,
790
+ "map@5": 0.9441333333333334,
791
+ "map@10": 0.944442857142857,
792
+ "mrr@1": 0.908,
793
+ "mrr@5": 0.9441333333333334,
794
+ "mrr@10": 0.944442857142857,
795
+ "num_pred": 1000,
796
+ "num_data": 1000
797
+ },
798
+ "FashionIQ": {
799
+ "hit@1": 0.44,
800
+ "hit@5": 0.715,
801
+ "hit@10": 0.794,
802
+ "ndcg_linear@1": 0.44,
803
+ "ndcg_linear@5": 0.5875004193422035,
804
+ "ndcg_linear@10": 0.6130726453870807,
805
+ "ndcg_exponential@1": 0.44,
806
+ "ndcg_exponential@5": 0.5875004193422035,
807
+ "ndcg_exponential@10": 0.6130726453870807,
808
+ "precision@1": 0.44,
809
+ "precision@5": 0.143,
810
+ "precision@10": 0.07940000000000001,
811
+ "recall@1": 0.44,
812
+ "recall@5": 0.715,
813
+ "recall@10": 0.794,
814
+ "f1@1": 0.44,
815
+ "f1@5": 0.23833333333333337,
816
+ "f1@10": 0.14436363636363636,
817
+ "map@1": 0.44,
818
+ "map@5": 0.5449666666666667,
819
+ "map@10": 0.5555345238095237,
820
+ "mrr@1": 0.44,
821
+ "mrr@5": 0.5449666666666667,
822
+ "mrr@10": 0.5555345238095237,
823
+ "num_pred": 1000,
824
+ "num_data": 1000
825
+ },
826
+ "Wiki-SS-NQ": {
827
+ "hit@1": 0.828,
828
+ "hit@5": 0.966,
829
+ "hit@10": 0.976,
830
+ "ndcg_linear@1": 0.828,
831
+ "ndcg_linear@5": 0.9082404210188949,
832
+ "ndcg_linear@10": 0.9114605477044738,
833
+ "ndcg_exponential@1": 0.828,
834
+ "ndcg_exponential@5": 0.9082404210188949,
835
+ "ndcg_exponential@10": 0.9114605477044738,
836
+ "precision@1": 0.828,
837
+ "precision@5": 0.1932,
838
+ "precision@10": 0.09760000000000002,
839
+ "recall@1": 0.828,
840
+ "recall@5": 0.966,
841
+ "recall@10": 0.976,
842
+ "f1@1": 0.828,
843
+ "f1@5": 0.322,
844
+ "f1@10": 0.17745454545454545,
845
+ "map@1": 0.828,
846
+ "map@5": 0.8884333333333334,
847
+ "map@10": 0.8897507936507937,
848
+ "mrr@1": 0.828,
849
+ "mrr@5": 0.8884333333333334,
850
+ "mrr@10": 0.8897507936507937,
851
+ "num_pred": 1000,
852
+ "num_data": 1000
853
+ },
854
+ "OVEN": {
855
+ "hit@1": 0.765,
856
+ "hit@5": 0.946,
857
+ "hit@10": 0.975,
858
+ "ndcg_linear@1": 0.765,
859
+ "ndcg_linear@5": 0.8660021491202906,
860
+ "ndcg_linear@10": 0.8756242442154613,
861
+ "ndcg_exponential@1": 0.765,
862
+ "ndcg_exponential@5": 0.8660021491202906,
863
+ "ndcg_exponential@10": 0.8756242442154613,
864
+ "precision@1": 0.765,
865
+ "precision@5": 0.18920000000000003,
866
+ "precision@10": 0.09750000000000002,
867
+ "recall@1": 0.765,
868
+ "recall@5": 0.946,
869
+ "recall@10": 0.975,
870
+ "f1@1": 0.765,
871
+ "f1@5": 0.31533333333333335,
872
+ "f1@10": 0.17727272727272725,
873
+ "map@1": 0.765,
874
+ "map@5": 0.839,
875
+ "map@10": 0.8431154761904762,
876
+ "mrr@1": 0.765,
877
+ "mrr@5": 0.839,
878
+ "mrr@10": 0.8431154761904762,
879
+ "num_pred": 1000,
880
+ "num_data": 1000
881
+ },
882
+ "EDIS": {
883
+ "hit@1": 0.928,
884
+ "hit@5": 0.995,
885
+ "hit@10": 0.999,
886
+ "ndcg_linear@1": 0.928,
887
+ "ndcg_linear@5": 0.9672372162673538,
888
+ "ndcg_linear@10": 0.968504886440431,
889
+ "ndcg_exponential@1": 0.928,
890
+ "ndcg_exponential@5": 0.9672372162673538,
891
+ "ndcg_exponential@10": 0.968504886440431,
892
+ "precision@1": 0.928,
893
+ "precision@5": 0.19900000000000004,
894
+ "precision@10": 0.09990000000000002,
895
+ "recall@1": 0.928,
896
+ "recall@5": 0.995,
897
+ "recall@10": 0.999,
898
+ "f1@1": 0.928,
899
+ "f1@5": 0.3316666666666666,
900
+ "f1@10": 0.18163636363636362,
901
+ "map@1": 0.928,
902
+ "map@5": 0.9576833333333334,
903
+ "map@10": 0.9581928571428571,
904
+ "mrr@1": 0.928,
905
+ "mrr@5": 0.9576833333333334,
906
+ "mrr@10": 0.9581928571428571,
907
+ "num_pred": 1000,
908
+ "num_data": 1000
909
+ },
910
+ "MSCOCO": {
911
+ "hit@1": 0.894,
912
+ "hit@5": 0.981,
913
+ "hit@10": 0.988,
914
+ "ndcg_linear@1": 0.894,
915
+ "ndcg_linear@5": 0.9438787790748899,
916
+ "ndcg_linear@10": 0.9460818425726285,
917
+ "ndcg_exponential@1": 0.894,
918
+ "ndcg_exponential@5": 0.9438787790748899,
919
+ "ndcg_exponential@10": 0.9460818425726285,
920
+ "precision@1": 0.894,
921
+ "precision@5": 0.19620000000000004,
922
+ "precision@10": 0.09880000000000001,
923
+ "recall@1": 0.894,
924
+ "recall@5": 0.981,
925
+ "recall@10": 0.988,
926
+ "f1@1": 0.894,
927
+ "f1@5": 0.327,
928
+ "f1@10": 0.17963636363636362,
929
+ "map@1": 0.894,
930
+ "map@5": 0.9312166666666667,
931
+ "map@10": 0.9320912698412699,
932
+ "mrr@1": 0.894,
933
+ "mrr@5": 0.9312166666666667,
934
+ "mrr@10": 0.9320912698412699,
935
+ "num_pred": 1000,
936
+ "num_data": 1000
937
+ },
938
+ "RefCOCO": {
939
+ "hit@1": 0.955,
940
+ "hit@5": 1.0,
941
+ "hit@10": 1.0,
942
+ "ndcg_linear@1": 0.955,
943
+ "ndcg_linear@5": 0.9825985432590051,
944
+ "ndcg_linear@10": 0.9825985432590051,
945
+ "ndcg_exponential@1": 0.955,
946
+ "ndcg_exponential@5": 0.9825985432590051,
947
+ "ndcg_exponential@10": 0.9825985432590051,
948
+ "precision@1": 0.955,
949
+ "precision@5": 0.20000000000000004,
950
+ "precision@10": 0.10000000000000002,
951
+ "recall@1": 0.955,
952
+ "recall@5": 1.0,
953
+ "recall@10": 1.0,
954
+ "f1@1": 0.955,
955
+ "f1@5": 0.3333333333333333,
956
+ "f1@10": 0.18181818181818182,
957
+ "map@1": 0.955,
958
+ "map@5": 0.9765,
959
+ "map@10": 0.9765,
960
+ "mrr@1": 0.955,
961
+ "mrr@5": 0.9765,
962
+ "mrr@10": 0.9765,
963
+ "num_pred": 1000,
964
+ "num_data": 1000
965
+ },
966
+ "RefCOCO-Matching": {
967
+ "hit@1": 0.935,
968
+ "hit@5": 1.0,
969
+ "hit@10": 1.0,
970
+ "ndcg_linear@1": 0.935,
971
+ "ndcg_linear@5": 0.977903223242859,
972
+ "ndcg_linear@10": 0.977903223242859,
973
+ "ndcg_exponential@1": 0.935,
974
+ "ndcg_exponential@5": 0.977903223242859,
975
+ "ndcg_exponential@10": 0.977903223242859,
976
+ "precision@1": 0.935,
977
+ "precision@5": 0.20000000000000004,
978
+ "precision@10": 0.10000000000000002,
979
+ "recall@1": 0.935,
980
+ "recall@5": 1.0,
981
+ "recall@10": 1.0,
982
+ "f1@1": 0.935,
983
+ "f1@5": 0.3333333333333333,
984
+ "f1@10": 0.18181818181818182,
985
+ "map@1": 0.935,
986
+ "map@5": 0.9705,
987
+ "map@10": 0.9705,
988
+ "mrr@1": 0.935,
989
+ "mrr@5": 0.9675,
990
+ "mrr@10": 0.9675,
991
+ "num_pred": 1000,
992
+ "num_data": 1000
993
+ },
994
+ "Visual7W-Pointing": {
995
+ "hit@1": 0.988,
996
+ "hit@5": 0.998,
997
+ "hit@10": 0.998,
998
+ "ndcg_linear@1": 0.988,
999
+ "ndcg_linear@5": 0.9938649673938796,
1000
+ "ndcg_linear@10": 0.9938649673938796,
1001
+ "ndcg_exponential@1": 0.988,
1002
+ "ndcg_exponential@5": 0.9938649673938796,
1003
+ "ndcg_exponential@10": 0.9938649673938796,
1004
+ "precision@1": 0.988,
1005
+ "precision@5": 0.19960000000000003,
1006
+ "precision@10": 0.09980000000000001,
1007
+ "recall@1": 0.988,
1008
+ "recall@5": 0.998,
1009
+ "recall@10": 0.998,
1010
+ "f1@1": 0.988,
1011
+ "f1@5": 0.3326666666666666,
1012
+ "f1@10": 0.18145454545454545,
1013
+ "map@1": 0.988,
1014
+ "map@5": 0.99245,
1015
+ "map@10": 0.99245,
1016
+ "mrr@1": 0.988,
1017
+ "mrr@5": 0.99245,
1018
+ "mrr@10": 0.99245,
1019
+ "num_pred": 1000,
1020
+ "num_data": 1000
1021
+ }
1022
+ },
1023
+ "video": {
1024
+ "K700": {
1025
+ "hit@1": 0.693,
1026
+ "hit@5": 0.868,
1027
+ "hit@10": 0.919,
1028
+ "ndcg_linear@1": 0.693,
1029
+ "ndcg_linear@5": 0.7905180987553038,
1030
+ "ndcg_linear@10": 0.8070160117749776,
1031
+ "ndcg_exponential@1": 0.693,
1032
+ "ndcg_exponential@5": 0.7905180987553038,
1033
+ "ndcg_exponential@10": 0.8070160117749776,
1034
+ "precision@1": 0.693,
1035
+ "precision@5": 0.17360000000000003,
1036
+ "precision@10": 0.09190000000000001,
1037
+ "recall@1": 0.693,
1038
+ "recall@5": 0.868,
1039
+ "recall@10": 0.919,
1040
+ "f1@1": 0.693,
1041
+ "f1@5": 0.2893333333333334,
1042
+ "f1@10": 0.1670909090909091,
1043
+ "map@1": 0.693,
1044
+ "map@5": 0.7643,
1045
+ "map@10": 0.771104761904762,
1046
+ "mrr@1": 0.693,
1047
+ "mrr@5": 0.7643,
1048
+ "mrr@10": 0.771104761904762,
1049
+ "num_pred": 1000,
1050
+ "num_data": 1000
1051
+ },
1052
+ "SmthSmthV2": {
1053
+ "hit@1": 0.895,
1054
+ "hit@5": 0.986,
1055
+ "hit@10": 0.996,
1056
+ "ndcg_linear@1": 0.895,
1057
+ "ndcg_linear@5": 0.9477052915479701,
1058
+ "ndcg_linear@10": 0.9510272410225168,
1059
+ "ndcg_exponential@1": 0.895,
1060
+ "ndcg_exponential@5": 0.9477052915479701,
1061
+ "ndcg_exponential@10": 0.9510272410225168,
1062
+ "precision@1": 0.895,
1063
+ "precision@5": 0.19720000000000004,
1064
+ "precision@10": 0.09960000000000002,
1065
+ "recall@1": 0.895,
1066
+ "recall@5": 0.986,
1067
+ "recall@10": 0.996,
1068
+ "f1@1": 0.895,
1069
+ "f1@5": 0.3286666666666666,
1070
+ "f1@10": 0.18109090909090905,
1071
+ "map@1": 0.895,
1072
+ "map@5": 0.9345833333333333,
1073
+ "map@10": 0.9360047619047618,
1074
+ "mrr@1": 0.895,
1075
+ "mrr@5": 0.9345833333333333,
1076
+ "mrr@10": 0.9360047619047618,
1077
+ "num_pred": 1000,
1078
+ "num_data": 1000
1079
+ },
1080
+ "HMDB51": {
1081
+ "hit@1": 0.897,
1082
+ "hit@5": 0.984,
1083
+ "hit@10": 0.994,
1084
+ "ndcg_linear@1": 0.897,
1085
+ "ndcg_linear@5": 0.9453532525841688,
1086
+ "ndcg_linear@10": 0.9485554181919328,
1087
+ "ndcg_exponential@1": 0.897,
1088
+ "ndcg_exponential@5": 0.9453532525841688,
1089
+ "ndcg_exponential@10": 0.9485554181919328,
1090
+ "precision@1": 0.897,
1091
+ "precision@5": 0.1968,
1092
+ "precision@10": 0.0994,
1093
+ "recall@1": 0.897,
1094
+ "recall@5": 0.984,
1095
+ "recall@10": 0.994,
1096
+ "f1@1": 0.897,
1097
+ "f1@5": 0.328,
1098
+ "f1@10": 0.18072727272727268,
1099
+ "map@1": 0.897,
1100
+ "map@5": 0.9323166666666666,
1101
+ "map@10": 0.9336190476190477,
1102
+ "mrr@1": 0.897,
1103
+ "mrr@5": 0.9323166666666666,
1104
+ "mrr@10": 0.9336190476190477,
1105
+ "num_pred": 1000,
1106
+ "num_data": 1000
1107
+ },
1108
+ "UCF101": {
1109
+ "hit@1": 0.983,
1110
+ "hit@5": 0.999,
1111
+ "hit@10": 1.0,
1112
+ "ndcg_linear@1": 0.983,
1113
+ "ndcg_linear@5": 0.9929639463035719,
1114
+ "ndcg_linear@10": 0.9932972796369052,
1115
+ "ndcg_exponential@1": 0.983,
1116
+ "ndcg_exponential@5": 0.9929639463035719,
1117
+ "ndcg_exponential@10": 0.9932972796369052,
1118
+ "precision@1": 0.983,
1119
+ "precision@5": 0.1998,
1120
+ "precision@10": 0.10000000000000002,
1121
+ "recall@1": 0.983,
1122
+ "recall@5": 0.999,
1123
+ "recall@10": 1.0,
1124
+ "f1@1": 0.983,
1125
+ "f1@5": 0.333,
1126
+ "f1@10": 0.18181818181818182,
1127
+ "map@1": 0.983,
1128
+ "map@5": 0.9908333333333332,
1129
+ "map@10": 0.9909761904761903,
1130
+ "mrr@1": 0.983,
1131
+ "mrr@5": 0.9908333333333332,
1132
+ "mrr@10": 0.9909761904761903,
1133
+ "num_pred": 1000,
1134
+ "num_data": 1000
1135
+ },
1136
+ "Breakfast": {
1137
+ "hit@1": 0.7551963048498845,
1138
+ "hit@5": 0.9953810623556582,
1139
+ "hit@10": 1.0,
1140
+ "ndcg_linear@1": 0.7551963048498845,
1141
+ "ndcg_linear@5": 0.8932642984816723,
1142
+ "ndcg_linear@10": 0.8949095972673905,
1143
+ "ndcg_exponential@1": 0.7551963048498845,
1144
+ "ndcg_exponential@5": 0.8932642984816723,
1145
+ "ndcg_exponential@10": 0.8949095972673905,
1146
+ "precision@1": 0.7551963048498845,
1147
+ "precision@5": 0.19907621247113164,
1148
+ "precision@10": 0.1,
1149
+ "recall@1": 0.7551963048498845,
1150
+ "recall@5": 0.9953810623556582,
1151
+ "recall@10": 1.0,
1152
+ "f1@1": 0.7551963048498845,
1153
+ "f1@5": 0.3317936874518861,
1154
+ "f1@10": 0.1818181818181818,
1155
+ "map@1": 0.7551963048498845,
1156
+ "map@5": 0.8583140877598152,
1157
+ "map@10": 0.8590839107005389,
1158
+ "mrr@1": 0.7551963048498845,
1159
+ "mrr@5": 0.8583140877598152,
1160
+ "mrr@10": 0.8590839107005389,
1161
+ "num_pred": 433,
1162
+ "num_data": 433
1163
+ },
1164
+ "MVBench": {
1165
+ "hit@1": 0.5655,
1166
+ "hit@5": 1.0,
1167
+ "hit@10": 1.0,
1168
+ "ndcg_linear@1": 0.5655,
1169
+ "ndcg_linear@5": 0.8099825706376378,
1170
+ "ndcg_linear@10": 0.8099825706376378,
1171
+ "ndcg_exponential@1": 0.5655,
1172
+ "ndcg_exponential@5": 0.8099825706376378,
1173
+ "ndcg_exponential@10": 0.8099825706376378,
1174
+ "precision@1": 0.5655,
1175
+ "precision@5": 0.20000000000000004,
1176
+ "precision@10": 0.10000000000000002,
1177
+ "recall@1": 0.5655,
1178
+ "recall@5": 1.0,
1179
+ "recall@10": 1.0,
1180
+ "f1@1": 0.5655,
1181
+ "f1@5": 0.3333333333333333,
1182
+ "f1@10": 0.18181818181818182,
1183
+ "map@1": 0.5655,
1184
+ "map@5": 0.7453291666666666,
1185
+ "map@10": 0.7453291666666666,
1186
+ "mrr@1": 0.5655,
1187
+ "mrr@5": 0.7453291666666666,
1188
+ "mrr@10": 0.7453291666666666,
1189
+ "num_pred": 4000,
1190
+ "num_data": 4000
1191
+ },
1192
+ "Video-MME": {
1193
+ "hit@1": 0.5262962962962963,
1194
+ "hit@5": 1.0,
1195
+ "hit@10": 1.0,
1196
+ "ndcg_linear@1": 0.5262962962962963,
1197
+ "ndcg_linear@5": 0.7841901639884317,
1198
+ "ndcg_linear@10": 0.7841901639884317,
1199
+ "ndcg_exponential@1": 0.5262962962962963,
1200
+ "ndcg_exponential@5": 0.7841901639884317,
1201
+ "ndcg_exponential@10": 0.7841901639884317,
1202
+ "precision@1": 0.5262962962962963,
1203
+ "precision@5": 0.19999999999999996,
1204
+ "precision@10": 0.09999999999999998,
1205
+ "recall@1": 0.5262962962962963,
1206
+ "recall@5": 1.0,
1207
+ "recall@10": 1.0,
1208
+ "f1@1": 0.5262962962962963,
1209
+ "f1@5": 0.3333333333333334,
1210
+ "f1@10": 0.18181818181818188,
1211
+ "map@1": 0.5262962962962963,
1212
+ "map@5": 0.7115432098765433,
1213
+ "map@10": 0.7115432098765433,
1214
+ "mrr@1": 0.5262962962962963,
1215
+ "mrr@5": 0.7115432098765433,
1216
+ "mrr@10": 0.7115432098765433,
1217
+ "num_pred": 2700,
1218
+ "num_data": 2700
1219
+ },
1220
+ "NExTQA": {
1221
+ "hit@1": 0.7462634283045306,
1222
+ "hit@5": 1.0,
1223
+ "hit@10": 1.0,
1224
+ "ndcg_linear@1": 0.7462634283045306,
1225
+ "ndcg_linear@5": 0.8895807821848297,
1226
+ "ndcg_linear@10": 0.8895807821848297,
1227
+ "ndcg_exponential@1": 0.7462634283045306,
1228
+ "ndcg_exponential@5": 0.8895807821848297,
1229
+ "ndcg_exponential@10": 0.8895807821848297,
1230
+ "precision@1": 0.7462634283045306,
1231
+ "precision@5": 0.20000000000000004,
1232
+ "precision@10": 0.10000000000000002,
1233
+ "recall@1": 0.7462634283045306,
1234
+ "recall@5": 1.0,
1235
+ "recall@10": 1.0,
1236
+ "f1@1": 0.7462634283045306,
1237
+ "f1@5": 0.3333333333333333,
1238
+ "f1@10": 0.1818181818181818,
1239
+ "map@1": 0.7462634283045306,
1240
+ "map@5": 0.8521271212828896,
1241
+ "map@10": 0.8521271212828896,
1242
+ "mrr@1": 0.7462634283045306,
1243
+ "mrr@5": 0.8518935855519227,
1244
+ "mrr@10": 0.8518935855519227,
1245
+ "num_pred": 8564,
1246
+ "num_data": 8564
1247
+ },
1248
+ "EgoSchema": {
1249
+ "hit@1": 0.446,
1250
+ "hit@5": 1.0,
1251
+ "hit@10": 1.0,
1252
+ "ndcg_linear@1": 0.446,
1253
+ "ndcg_linear@5": 0.7349727459992164,
1254
+ "ndcg_linear@10": 0.7349727459992164,
1255
+ "ndcg_exponential@1": 0.446,
1256
+ "ndcg_exponential@5": 0.7349727459992164,
1257
+ "ndcg_exponential@10": 0.7349727459992164,
1258
+ "precision@1": 0.446,
1259
+ "precision@5": 0.2,
1260
+ "precision@10": 0.1,
1261
+ "recall@1": 0.446,
1262
+ "recall@5": 1.0,
1263
+ "recall@10": 1.0,
1264
+ "f1@1": 0.446,
1265
+ "f1@5": 0.3333333333333333,
1266
+ "f1@10": 0.18181818181818182,
1267
+ "map@1": 0.446,
1268
+ "map@5": 0.6471333333333332,
1269
+ "map@10": 0.6471333333333332,
1270
+ "mrr@1": 0.446,
1271
+ "mrr@5": 0.6471333333333332,
1272
+ "mrr@10": 0.6471333333333332,
1273
+ "num_pred": 500,
1274
+ "num_data": 500
1275
+ },
1276
+ "ActivityNetQA": {
1277
+ "hit@1": 0.811,
1278
+ "hit@5": 1.0,
1279
+ "hit@10": 1.0,
1280
+ "ndcg_linear@1": 0.811,
1281
+ "ndcg_linear@5": 0.9302457234250056,
1282
+ "ndcg_linear@10": 0.9302457234250056,
1283
+ "ndcg_exponential@1": 0.811,
1284
+ "ndcg_exponential@5": 0.9302457234250056,
1285
+ "ndcg_exponential@10": 0.9302457234250056,
1286
+ "precision@1": 0.811,
1287
+ "precision@5": 0.20000000000000004,
1288
+ "precision@10": 0.10000000000000002,
1289
+ "recall@1": 0.811,
1290
+ "recall@5": 1.0,
1291
+ "recall@10": 1.0,
1292
+ "f1@1": 0.811,
1293
+ "f1@5": 0.3333333333333333,
1294
+ "f1@10": 0.18181818181818182,
1295
+ "map@1": 0.811,
1296
+ "map@5": 0.9055,
1297
+ "map@10": 0.9055,
1298
+ "mrr@1": 0.811,
1299
+ "mrr@5": 0.9055,
1300
+ "mrr@10": 0.9055,
1301
+ "num_pred": 1000,
1302
+ "num_data": 1000
1303
+ },
1304
+ "DiDeMo": {
1305
+ "hit@1": 0.6713147410358565,
1306
+ "hit@5": 0.8814741035856574,
1307
+ "hit@10": 0.9243027888446215,
1308
+ "ndcg_linear@1": 0.6713147410358565,
1309
+ "ndcg_linear@5": 0.7865554820336045,
1310
+ "ndcg_linear@10": 0.800420452193766,
1311
+ "ndcg_exponential@1": 0.6713147410358565,
1312
+ "ndcg_exponential@5": 0.7865554820336045,
1313
+ "ndcg_exponential@10": 0.800420452193766,
1314
+ "precision@1": 0.6713147410358565,
1315
+ "precision@5": 0.17629482071713148,
1316
+ "precision@10": 0.09243027888446216,
1317
+ "recall@1": 0.6713147410358565,
1318
+ "recall@5": 0.8814741035856574,
1319
+ "recall@10": 0.9243027888446215,
1320
+ "f1@1": 0.6713147410358565,
1321
+ "f1@5": 0.29382470119521914,
1322
+ "f1@10": 0.1680550525172039,
1323
+ "map@1": 0.6713147410358565,
1324
+ "map@5": 0.7546480743691899,
1325
+ "map@10": 0.7603787232024283,
1326
+ "mrr@1": 0.6713147410358565,
1327
+ "mrr@5": 0.7546480743691899,
1328
+ "mrr@10": 0.7603787232024283,
1329
+ "num_pred": 1004,
1330
+ "num_data": 1004
1331
+ },
1332
+ "MSR-VTT": {
1333
+ "hit@1": 0.54,
1334
+ "hit@5": 0.785,
1335
+ "hit@10": 0.861,
1336
+ "ndcg_linear@1": 0.54,
1337
+ "ndcg_linear@5": 0.6727647578801981,
1338
+ "ndcg_linear@10": 0.6975370631437922,
1339
+ "ndcg_exponential@1": 0.54,
1340
+ "ndcg_exponential@5": 0.6727647578801981,
1341
+ "ndcg_exponential@10": 0.6975370631437922,
1342
+ "precision@1": 0.54,
1343
+ "precision@5": 0.157,
1344
+ "precision@10": 0.08610000000000001,
1345
+ "recall@1": 0.54,
1346
+ "recall@5": 0.785,
1347
+ "recall@10": 0.861,
1348
+ "f1@1": 0.54,
1349
+ "f1@5": 0.26166666666666677,
1350
+ "f1@10": 0.15654545454545457,
1351
+ "map@1": 0.54,
1352
+ "map@5": 0.63525,
1353
+ "map@10": 0.6455869047619047,
1354
+ "mrr@1": 0.54,
1355
+ "mrr@5": 0.63525,
1356
+ "mrr@10": 0.6455869047619047,
1357
+ "num_pred": 1000,
1358
+ "num_data": 1000
1359
+ },
1360
+ "MSVD": {
1361
+ "hit@1": 0.7432835820895523,
1362
+ "hit@5": 0.9432835820895522,
1363
+ "hit@10": 0.9716417910447761,
1364
+ "ndcg_linear@1": 0.7432835820895523,
1365
+ "ndcg_linear@5": 0.854262208855277,
1366
+ "ndcg_linear@10": 0.8637114174489475,
1367
+ "ndcg_exponential@1": 0.7432835820895523,
1368
+ "ndcg_exponential@5": 0.854262208855277,
1369
+ "ndcg_exponential@10": 0.8637114174489475,
1370
+ "precision@1": 0.7432835820895523,
1371
+ "precision@5": 0.1886567164179104,
1372
+ "precision@10": 0.0971641791044776,
1373
+ "recall@1": 0.7432835820895523,
1374
+ "recall@5": 0.9432835820895522,
1375
+ "recall@10": 0.9716417910447761,
1376
+ "f1@1": 0.7432835820895523,
1377
+ "f1@5": 0.3144278606965175,
1378
+ "f1@10": 0.17666214382632298,
1379
+ "map@1": 0.7432835820895523,
1380
+ "map@5": 0.8242537313432836,
1381
+ "map@10": 0.8283149727552712,
1382
+ "mrr@1": 0.7432835820895523,
1383
+ "mrr@5": 0.8242537313432836,
1384
+ "mrr@10": 0.8283149727552712,
1385
+ "num_pred": 670,
1386
+ "num_data": 670
1387
+ },
1388
+ "VATEX": {
1389
+ "hit@1": 0.5093791871371148,
1390
+ "hit@5": 0.8061634658329612,
1391
+ "hit@10": 0.8894595801697186,
1392
+ "ndcg_linear@1": 0.5093791871371148,
1393
+ "ndcg_linear@5": 0.6682761667982516,
1394
+ "ndcg_linear@10": 0.6954714888742962,
1395
+ "ndcg_exponential@1": 0.5093791871371148,
1396
+ "ndcg_exponential@5": 0.6682761667982516,
1397
+ "ndcg_exponential@10": 0.6954714888742962,
1398
+ "precision@1": 0.5093791871371148,
1399
+ "precision@5": 0.16123269316659222,
1400
+ "precision@10": 0.08894595801697185,
1401
+ "recall@1": 0.5093791871371148,
1402
+ "recall@5": 0.8061634658329612,
1403
+ "recall@10": 0.8894595801697186,
1404
+ "f1@1": 0.5093791871371148,
1405
+ "f1@5": 0.2687211552776538,
1406
+ "f1@10": 0.16171992366722157,
1407
+ "map@1": 0.5093791871371148,
1408
+ "map@5": 0.6222941789489355,
1409
+ "map@10": 0.6336667978193212,
1410
+ "mrr@1": 0.5093791871371148,
1411
+ "mrr@5": 0.6222941789489355,
1412
+ "mrr@10": 0.6336667978193212,
1413
+ "num_pred": 4478,
1414
+ "num_data": 4478
1415
+ },
1416
+ "YouCook2": {
1417
+ "hit@1": 0.3098458634790815,
1418
+ "hit@5": 0.5838313935199748,
1419
+ "hit@10": 0.6898395721925134,
1420
+ "ndcg_linear@1": 0.3098458634790815,
1421
+ "ndcg_linear@5": 0.4533435598458952,
1422
+ "ndcg_linear@10": 0.48770193049804494,
1423
+ "ndcg_exponential@1": 0.3098458634790815,
1424
+ "ndcg_exponential@5": 0.4533435598458952,
1425
+ "ndcg_exponential@10": 0.48770193049804494,
1426
+ "precision@1": 0.3098458634790815,
1427
+ "precision@5": 0.11676627870399495,
1428
+ "precision@10": 0.06898395721925134,
1429
+ "recall@1": 0.3098458634790815,
1430
+ "recall@5": 0.5838313935199748,
1431
+ "recall@10": 0.6898395721925134,
1432
+ "f1@1": 0.3098458634790815,
1433
+ "f1@5": 0.19461046450665834,
1434
+ "f1@10": 0.1254253767622752,
1435
+ "map@1": 0.3098458634790815,
1436
+ "map@5": 0.4101394568522596,
1437
+ "map@10": 0.42436812514667194,
1438
+ "mrr@1": 0.3098458634790815,
1439
+ "mrr@5": 0.4101394568522596,
1440
+ "mrr@10": 0.42436812514667194,
1441
+ "num_pred": 3179,
1442
+ "num_data": 3179
1443
+ },
1444
+ "QVHighlight": {
1445
+ "hit@1": 0.7608494921514312,
1446
+ "hit@5": 0.9584487534626038,
1447
+ "hit@10": 1.0,
1448
+ "ndcg_linear@1": 0.7608494921514312,
1449
+ "ndcg_linear@5": 0.8696543678389682,
1450
+ "ndcg_linear@10": 0.883143791683546,
1451
+ "ndcg_exponential@1": 0.7608494921514312,
1452
+ "ndcg_exponential@5": 0.8696543678389682,
1453
+ "ndcg_exponential@10": 0.883143791683546,
1454
+ "precision@1": 0.7608494921514312,
1455
+ "precision@5": 0.19168975069252076,
1456
+ "precision@10": 0.09999999999999998,
1457
+ "recall@1": 0.7608494921514312,
1458
+ "recall@5": 0.9584487534626038,
1459
+ "recall@10": 1.0,
1460
+ "f1@1": 0.7608494921514312,
1461
+ "f1@5": 0.3194829178208681,
1462
+ "f1@10": 0.18181818181818185,
1463
+ "map@1": 0.7608494921514312,
1464
+ "map@5": 0.8397506925207756,
1465
+ "map@10": 0.845351316888713,
1466
+ "mrr@1": 0.7608494921514312,
1467
+ "mrr@5": 0.8397506925207756,
1468
+ "mrr@10": 0.845351316888713,
1469
+ "num_pred": 1083,
1470
+ "num_data": 1083
1471
+ },
1472
+ "Charades-STA": {
1473
+ "hit@1": 0.49793672627235214,
1474
+ "hit@5": 0.8913342503438789,
1475
+ "hit@10": 1.0,
1476
+ "ndcg_linear@1": 0.49793672627235214,
1477
+ "ndcg_linear@5": 0.7084522484071355,
1478
+ "ndcg_linear@10": 0.7435376734864403,
1479
+ "ndcg_exponential@1": 0.49793672627235214,
1480
+ "ndcg_exponential@5": 0.7084522484071355,
1481
+ "ndcg_exponential@10": 0.7435376734864403,
1482
+ "precision@1": 0.49793672627235214,
1483
+ "precision@5": 0.17826685006877574,
1484
+ "precision@10": 0.09999999999999998,
1485
+ "recall@1": 0.49793672627235214,
1486
+ "recall@5": 0.8913342503438789,
1487
+ "recall@10": 1.0,
1488
+ "f1@1": 0.49793672627235214,
1489
+ "f1@5": 0.29711141678129305,
1490
+ "f1@10": 0.18181818181818185,
1491
+ "map@1": 0.49793672627235214,
1492
+ "map@5": 0.6474094452086199,
1493
+ "map@10": 0.661853452981376,
1494
+ "mrr@1": 0.49793672627235214,
1495
+ "mrr@5": 0.6474094452086199,
1496
+ "mrr@10": 0.661853452981376,
1497
+ "num_pred": 727,
1498
+ "num_data": 727
1499
+ },
1500
+ "MomentSeeker": {
1501
+ "hit@1": 0.4627777777777778,
1502
+ "hit@5": 0.9111111111111111,
1503
+ "hit@10": 1.0,
1504
+ "ndcg_linear@1": 0.4627777777777778,
1505
+ "ndcg_linear@5": 0.7044887365675122,
1506
+ "ndcg_linear@10": 0.7384103157659387,
1507
+ "ndcg_exponential@1": 0.4627777777777778,
1508
+ "ndcg_exponential@5": 0.7044887365675122,
1509
+ "ndcg_exponential@10": 0.7384103157659387,
1510
+ "precision@1": 0.4627777777777778,
1511
+ "precision@5": 0.202,
1512
+ "precision@10": 0.11300000000000002,
1513
+ "recall@1": 0.43831018518518516,
1514
+ "recall@5": 0.8992361111111111,
1515
+ "recall@10": 0.998726851851852,
1516
+ "f1@1": 0.44576631393298055,
1517
+ "f1@5": 0.32429015429015434,
1518
+ "f1@10": 0.20037381599881599,
1519
+ "map@1": 0.4627777777777778,
1520
+ "map@5": 0.6347935185185185,
1521
+ "map@10": 0.6508210611405055,
1522
+ "mrr@1": 0.4627777777777778,
1523
+ "mrr@5": 0.6413425925925925,
1524
+ "mrr@10": 0.653899470899471,
1525
+ "num_pred": 1800,
1526
+ "num_data": 1800
1527
+ }
1528
+ },
1529
+ "visdoc": {
1530
+ "ViDoRe_arxivqa": {
1531
+ "hit@1": 0.868,
1532
+ "hit@5": 0.948,
1533
+ "hit@10": 0.972,
1534
+ "ndcg_linear@1": 0.868,
1535
+ "ndcg_linear@5": 0.9119171549470653,
1536
+ "ndcg_linear@10": 0.9196766368647837,
1537
+ "ndcg_exponential@1": 0.868,
1538
+ "ndcg_exponential@5": 0.9119171549470653,
1539
+ "ndcg_exponential@10": 0.9196766368647837,
1540
+ "precision@1": 0.868,
1541
+ "precision@5": 0.18960000000000002,
1542
+ "precision@10": 0.09720000000000001,
1543
+ "recall@1": 0.868,
1544
+ "recall@5": 0.948,
1545
+ "recall@10": 0.972,
1546
+ "f1@1": 0.868,
1547
+ "f1@5": 0.316,
1548
+ "f1@10": 0.17672727272727273,
1549
+ "map@1": 0.868,
1550
+ "map@5": 0.8997333333333334,
1551
+ "map@10": 0.9029349206349205,
1552
+ "mrr@1": 0.868,
1553
+ "mrr@5": 0.8997333333333334,
1554
+ "mrr@10": 0.9029349206349205,
1555
+ "num_pred": 500,
1556
+ "num_data": 500
1557
+ },
1558
+ "ViDoRe_docvqa": {
1559
+ "hit@1": 0.47671840354767187,
1560
+ "hit@5": 0.7073170731707317,
1561
+ "hit@10": 0.7782705099778271,
1562
+ "ndcg_linear@1": 0.47671840354767187,
1563
+ "ndcg_linear@5": 0.5994252132425326,
1564
+ "ndcg_linear@10": 0.6209934085448978,
1565
+ "ndcg_exponential@1": 0.47671840354767187,
1566
+ "ndcg_exponential@5": 0.5994252132425326,
1567
+ "ndcg_exponential@10": 0.6209934085448978,
1568
+ "precision@1": 0.47671840354767187,
1569
+ "precision@5": 0.14368070953436807,
1570
+ "precision@10": 0.07937915742793791,
1571
+ "recall@1": 0.47099039172209906,
1572
+ "recall@5": 0.701589061345159,
1573
+ "recall@10": 0.7679600886917961,
1574
+ "f1@1": 0.4722553868895332,
1575
+ "f1@5": 0.23740582707584146,
1576
+ "f1@10": 0.14315558794494498,
1577
+ "map@1": 0.47671840354767187,
1578
+ "map@5": 0.5637841832963785,
1579
+ "map@10": 0.5723959983106324,
1580
+ "mrr@1": 0.47671840354767187,
1581
+ "mrr@5": 0.5670731707317073,
1582
+ "mrr@10": 0.576435962411572,
1583
+ "num_pred": 451,
1584
+ "num_data": 451
1585
+ },
1586
+ "ViDoRe_infovqa": {
1587
+ "hit@1": 0.8461538461538461,
1588
+ "hit@5": 0.9554655870445344,
1589
+ "hit@10": 0.9676113360323887,
1590
+ "ndcg_linear@1": 0.8461538461538461,
1591
+ "ndcg_linear@5": 0.906240738152364,
1592
+ "ndcg_linear@10": 0.9107764736011505,
1593
+ "ndcg_exponential@1": 0.8461538461538461,
1594
+ "ndcg_exponential@5": 0.906240738152364,
1595
+ "ndcg_exponential@10": 0.9107764736011505,
1596
+ "precision@1": 0.8461538461538461,
1597
+ "precision@5": 0.19109311740890686,
1598
+ "precision@10": 0.09696356275303644,
1599
+ "recall@1": 0.8461538461538461,
1600
+ "recall@5": 0.9544534412955465,
1601
+ "recall@10": 0.9676113360323887,
1602
+ "f1@1": 0.8461538461538461,
1603
+ "f1@5": 0.31839213418160783,
1604
+ "f1@10": 0.1762360446570973,
1605
+ "map@1": 0.8461538461538461,
1606
+ "map@5": 0.8898785425101216,
1607
+ "map@10": 0.891972720262194,
1608
+ "mrr@1": 0.8461538461538461,
1609
+ "mrr@5": 0.8902159244264507,
1610
+ "mrr@10": 0.8920570657412763,
1611
+ "num_pred": 494,
1612
+ "num_data": 494
1613
+ },
1614
+ "ViDoRe_tabfquad": {
1615
+ "hit@1": 0.875,
1616
+ "hit@5": 0.9571428571428572,
1617
+ "hit@10": 0.9821428571428571,
1618
+ "ndcg_linear@1": 0.875,
1619
+ "ndcg_linear@5": 0.9194800774887668,
1620
+ "ndcg_linear@10": 0.9279182624347275,
1621
+ "ndcg_exponential@1": 0.875,
1622
+ "ndcg_exponential@5": 0.9194800774887668,
1623
+ "ndcg_exponential@10": 0.9279182624347275,
1624
+ "precision@1": 0.875,
1625
+ "precision@5": 0.19142857142857142,
1626
+ "precision@10": 0.0982142857142857,
1627
+ "recall@1": 0.875,
1628
+ "recall@5": 0.9571428571428572,
1629
+ "recall@10": 0.9821428571428571,
1630
+ "f1@1": 0.875,
1631
+ "f1@5": 0.31904761904761914,
1632
+ "f1@10": 0.1785714285714286,
1633
+ "map@1": 0.875,
1634
+ "map@5": 0.9069047619047619,
1635
+ "map@10": 0.9105994897959184,
1636
+ "mrr@1": 0.875,
1637
+ "mrr@5": 0.9069047619047619,
1638
+ "mrr@10": 0.9105994897959184,
1639
+ "num_pred": 280,
1640
+ "num_data": 280
1641
+ },
1642
+ "ViDoRe_tatdqa": {
1643
+ "hit@1": 0.5965978128797084,
1644
+ "hit@5": 0.8426488456865128,
1645
+ "hit@10": 0.9149453219927096,
1646
+ "ndcg_linear@1": 0.5965978128797084,
1647
+ "ndcg_linear@5": 0.7289104238045672,
1648
+ "ndcg_linear@10": 0.7528638881491468,
1649
+ "ndcg_exponential@1": 0.5965978128797084,
1650
+ "ndcg_exponential@5": 0.7289104238045672,
1651
+ "ndcg_exponential@10": 0.7528638881491468,
1652
+ "precision@1": 0.5965978128797084,
1653
+ "precision@5": 0.16913730255164033,
1654
+ "precision@10": 0.09185905224787362,
1655
+ "recall@1": 0.5950789793438639,
1656
+ "recall@5": 0.8423450789793439,
1657
+ "recall@10": 0.9149453219927096,
1658
+ "f1@1": 0.5955852571891453,
1659
+ "f1@5": 0.28157727246427133,
1660
+ "f1@10": 0.16690599801170883,
1661
+ "map@1": 0.5965978128797084,
1662
+ "map@5": 0.6907553665451601,
1663
+ "map@10": 0.7009467395706763,
1664
+ "mrr@1": 0.5965978128797084,
1665
+ "mrr@5": 0.6913932766302147,
1666
+ "mrr@10": 0.7014833940866747,
1667
+ "num_pred": 1646,
1668
+ "num_data": 1646
1669
+ },
1670
+ "ViDoRe_shiftproject": {
1671
+ "hit@1": 0.68,
1672
+ "hit@5": 0.92,
1673
+ "hit@10": 0.96,
1674
+ "ndcg_linear@1": 0.68,
1675
+ "ndcg_linear@5": 0.8193018798325724,
1676
+ "ndcg_linear@10": 0.8331427442136703,
1677
+ "ndcg_exponential@1": 0.68,
1678
+ "ndcg_exponential@5": 0.8193018798325724,
1679
+ "ndcg_exponential@10": 0.8331427442136703,
1680
+ "precision@1": 0.68,
1681
+ "precision@5": 0.18399999999999994,
1682
+ "precision@10": 0.09599999999999997,
1683
+ "recall@1": 0.68,
1684
+ "recall@5": 0.92,
1685
+ "recall@10": 0.96,
1686
+ "f1@1": 0.68,
1687
+ "f1@5": 0.3066666666666667,
1688
+ "f1@10": 0.17454545454545464,
1689
+ "map@1": 0.68,
1690
+ "map@5": 0.7848333333333334,
1691
+ "map@10": 0.7910833333333334,
1692
+ "mrr@1": 0.68,
1693
+ "mrr@5": 0.7848333333333334,
1694
+ "mrr@10": 0.7910833333333334,
1695
+ "num_pred": 100,
1696
+ "num_data": 100
1697
+ },
1698
+ "ViDoRe_syntheticDocQA_artificial_intelligence": {
1699
+ "hit@1": 0.92,
1700
+ "hit@5": 1.0,
1701
+ "hit@10": 1.0,
1702
+ "ndcg_linear@1": 0.92,
1703
+ "ndcg_linear@5": 0.9647217813316522,
1704
+ "ndcg_linear@10": 0.9647217813316522,
1705
+ "ndcg_exponential@1": 0.92,
1706
+ "ndcg_exponential@5": 0.9647217813316522,
1707
+ "ndcg_exponential@10": 0.9647217813316522,
1708
+ "precision@1": 0.92,
1709
+ "precision@5": 0.19999999999999996,
1710
+ "precision@10": 0.09999999999999998,
1711
+ "recall@1": 0.92,
1712
+ "recall@5": 1.0,
1713
+ "recall@10": 1.0,
1714
+ "f1@1": 0.92,
1715
+ "f1@5": 0.3333333333333335,
1716
+ "f1@10": 0.1818181818181819,
1717
+ "map@1": 0.92,
1718
+ "map@5": 0.9528333333333333,
1719
+ "map@10": 0.9528333333333333,
1720
+ "mrr@1": 0.92,
1721
+ "mrr@5": 0.9528333333333333,
1722
+ "mrr@10": 0.9528333333333333,
1723
+ "num_pred": 100,
1724
+ "num_data": 100
1725
+ },
1726
+ "ViDoRe_syntheticDocQA_energy": {
1727
+ "hit@1": 0.87,
1728
+ "hit@5": 0.97,
1729
+ "hit@10": 0.99,
1730
+ "ndcg_linear@1": 0.87,
1731
+ "ndcg_linear@5": 0.9271625507950213,
1732
+ "ndcg_linear@10": 0.933879271433959,
1733
+ "ndcg_exponential@1": 0.87,
1734
+ "ndcg_exponential@5": 0.9271625507950213,
1735
+ "ndcg_exponential@10": 0.933879271433959,
1736
+ "precision@1": 0.87,
1737
+ "precision@5": 0.19399999999999995,
1738
+ "precision@10": 0.09899999999999999,
1739
+ "recall@1": 0.87,
1740
+ "recall@5": 0.97,
1741
+ "recall@10": 0.99,
1742
+ "f1@1": 0.87,
1743
+ "f1@5": 0.3233333333333334,
1744
+ "f1@10": 0.18000000000000008,
1745
+ "map@1": 0.87,
1746
+ "map@5": 0.9125,
1747
+ "map@10": 0.9154166666666668,
1748
+ "mrr@1": 0.87,
1749
+ "mrr@5": 0.9125,
1750
+ "mrr@10": 0.9154166666666668,
1751
+ "num_pred": 100,
1752
+ "num_data": 100
1753
+ },
1754
+ "ViDoRe_syntheticDocQA_government_reports": {
1755
+ "hit@1": 0.87,
1756
+ "hit@5": 1.0,
1757
+ "hit@10": 1.0,
1758
+ "ndcg_linear@1": 0.87,
1759
+ "ndcg_linear@5": 0.9480929753571458,
1760
+ "ndcg_linear@10": 0.9480929753571458,
1761
+ "ndcg_exponential@1": 0.87,
1762
+ "ndcg_exponential@5": 0.9480929753571458,
1763
+ "ndcg_exponential@10": 0.9480929753571458,
1764
+ "precision@1": 0.87,
1765
+ "precision@5": 0.19999999999999996,
1766
+ "precision@10": 0.09999999999999998,
1767
+ "recall@1": 0.87,
1768
+ "recall@5": 1.0,
1769
+ "recall@10": 1.0,
1770
+ "f1@1": 0.87,
1771
+ "f1@5": 0.3333333333333335,
1772
+ "f1@10": 0.1818181818181819,
1773
+ "map@1": 0.87,
1774
+ "map@5": 0.93,
1775
+ "map@10": 0.93,
1776
+ "mrr@1": 0.87,
1777
+ "mrr@5": 0.93,
1778
+ "mrr@10": 0.93,
1779
+ "num_pred": 100,
1780
+ "num_data": 100
1781
+ },
1782
+ "ViDoRe_syntheticDocQA_healthcare_industry": {
1783
+ "hit@1": 0.93,
1784
+ "hit@5": 1.0,
1785
+ "hit@10": 1.0,
1786
+ "ndcg_linear@1": 0.93,
1787
+ "ndcg_linear@5": 0.9741650827500021,
1788
+ "ndcg_linear@10": 0.9741650827500021,
1789
+ "ndcg_exponential@1": 0.93,
1790
+ "ndcg_exponential@5": 0.9741650827500021,
1791
+ "ndcg_exponential@10": 0.9741650827500021,
1792
+ "precision@1": 0.93,
1793
+ "precision@5": 0.19999999999999996,
1794
+ "precision@10": 0.09999999999999998,
1795
+ "recall@1": 0.93,
1796
+ "recall@5": 1.0,
1797
+ "recall@10": 1.0,
1798
+ "f1@1": 0.93,
1799
+ "f1@5": 0.3333333333333335,
1800
+ "f1@10": 0.1818181818181819,
1801
+ "map@1": 0.93,
1802
+ "map@5": 0.965,
1803
+ "map@10": 0.965,
1804
+ "mrr@1": 0.93,
1805
+ "mrr@5": 0.965,
1806
+ "mrr@10": 0.965,
1807
+ "num_pred": 100,
1808
+ "num_data": 100
1809
+ },
1810
+ "ViDoRe_esg_reports_human_labeled_v2": {
1811
+ "hit@1": 0.5769230769230769,
1812
+ "hit@5": 0.8269230769230769,
1813
+ "hit@10": 0.8846153846153846,
1814
+ "ndcg_linear@1": 0.5769230769230769,
1815
+ "ndcg_linear@5": 0.6010537048326755,
1816
+ "ndcg_linear@10": 0.6399576860949836,
1817
+ "ndcg_exponential@1": 0.5769230769230769,
1818
+ "ndcg_exponential@5": 0.6030250514288145,
1819
+ "ndcg_exponential@10": 0.6419740876541451,
1820
+ "precision@1": 0.5769230769230769,
1821
+ "precision@5": 0.23461538461538461,
1822
+ "precision@10": 0.14615384615384613,
1823
+ "recall@1": 0.40833333333333327,
1824
+ "recall@5": 0.6346237096237096,
1825
+ "recall@10": 0.7450632700632701,
1826
+ "f1@1": 0.44590729783037475,
1827
+ "f1@5": 0.30655574001162245,
1828
+ "f1@10": 0.22468469501840543,
1829
+ "map@1": 0.5769230769230769,
1830
+ "map@5": 0.5320299145299144,
1831
+ "map@10": 0.5538125763125763,
1832
+ "mrr@1": 0.5769230769230769,
1833
+ "mrr@5": 0.6759615384615384,
1834
+ "mrr@10": 0.684775641025641,
1835
+ "num_pred": 52,
1836
+ "num_data": 52
1837
+ },
1838
+ "ViDoRe_biomedical_lectures_v2_multilingual": {
1839
+ "hit@1": 0.5546875,
1840
+ "hit@5": 0.8640625,
1841
+ "hit@10": 0.91875,
1842
+ "ndcg_linear@1": 0.5546875,
1843
+ "ndcg_linear@5": 0.5981944493496087,
1844
+ "ndcg_linear@10": 0.6347102907380864,
1845
+ "ndcg_exponential@1": 0.5546875,
1846
+ "ndcg_exponential@5": 0.5981944493496087,
1847
+ "ndcg_exponential@10": 0.6347102907380864,
1848
+ "precision@1": 0.5546875,
1849
+ "precision@5": 0.27718750000000003,
1850
+ "precision@10": 0.17828125,
1851
+ "recall@1": 0.3374214572192513,
1852
+ "recall@5": 0.6356908004679145,
1853
+ "recall@10": 0.7439858372326202,
1854
+ "f1@1": 0.38509616251803747,
1855
+ "f1@5": 0.3424149808524809,
1856
+ "f1@10": 0.2590907986859274,
1857
+ "map@1": 0.5546875,
1858
+ "map@5": 0.5212048611111111,
1859
+ "map@10": 0.5420920744165721,
1860
+ "mrr@1": 0.5546875,
1861
+ "mrr@5": 0.673984375,
1862
+ "mrr@10": 0.6815972222222222,
1863
+ "num_pred": 640,
1864
+ "num_data": 640
1865
+ },
1866
+ "ViDoRe_economics_reports_v2_multilingual": {
1867
+ "hit@1": 0.6637931034482759,
1868
+ "hit@5": 0.9051724137931034,
1869
+ "hit@10": 0.9396551724137931,
1870
+ "ndcg_linear@1": 0.6637931034482759,
1871
+ "ndcg_linear@5": 0.5741990953217555,
1872
+ "ndcg_linear@10": 0.5448429891118476,
1873
+ "ndcg_exponential@1": 0.6637931034482759,
1874
+ "ndcg_exponential@5": 0.5741990953217553,
1875
+ "ndcg_exponential@10": 0.5448429891118475,
1876
+ "precision@1": 0.6637931034482759,
1877
+ "precision@5": 0.48534482758620695,
1878
+ "precision@10": 0.3823275862068965,
1879
+ "recall@1": 0.11068760889218375,
1880
+ "recall@5": 0.2966051118483186,
1881
+ "recall@10": 0.410357471843093,
1882
+ "f1@1": 0.1591034003500434,
1883
+ "f1@5": 0.29602055637616637,
1884
+ "f1@10": 0.32109438674570917,
1885
+ "map@1": 0.6637931034482759,
1886
+ "map@5": 0.469389367816092,
1887
+ "map@10": 0.4074542670676189,
1888
+ "mrr@1": 0.6637931034482759,
1889
+ "mrr@5": 0.7627873563218391,
1890
+ "mrr@10": 0.7668342911877395,
1891
+ "num_pred": 232,
1892
+ "num_data": 232
1893
+ },
1894
+ "ViDoRe_esg_reports_v2_multilingual": {
1895
+ "hit@1": 0.42105263157894735,
1896
+ "hit@5": 0.7675438596491229,
1897
+ "hit@10": 0.868421052631579,
1898
+ "ndcg_linear@1": 0.42105263157894735,
1899
+ "ndcg_linear@5": 0.4759607236506015,
1900
+ "ndcg_linear@10": 0.5210955768010685,
1901
+ "ndcg_exponential@1": 0.42105263157894735,
1902
+ "ndcg_exponential@5": 0.4759607236506015,
1903
+ "ndcg_exponential@10": 0.5210955768010685,
1904
+ "precision@1": 0.42105263157894735,
1905
+ "precision@5": 0.23771929824561405,
1906
+ "precision@10": 0.16666666666666666,
1907
+ "recall@1": 0.22870196324143693,
1908
+ "recall@5": 0.5091635338345865,
1909
+ "recall@10": 0.6402516708437762,
1910
+ "f1@1": 0.2675542052220818,
1911
+ "f1@5": 0.27941737736896277,
1912
+ "f1@10": 0.22948577016831045,
1913
+ "map@1": 0.42105263157894735,
1914
+ "map@5": 0.3923221247563353,
1915
+ "map@10": 0.41253730390791793,
1916
+ "mrr@1": 0.42105263157894735,
1917
+ "mrr@5": 0.5576023391812865,
1918
+ "mrr@10": 0.571620022277917,
1919
+ "num_pred": 228,
1920
+ "num_data": 228
1921
+ },
1922
+ "VisRAG_ArxivQA": {
1923
+ "hit@1": 0.8713235294117647,
1924
+ "hit@5": 0.9436274509803921,
1925
+ "hit@10": 0.9632352941176471,
1926
+ "ndcg_linear@1": 0.8713235294117647,
1927
+ "ndcg_linear@5": 0.909827094147345,
1928
+ "ndcg_linear@10": 0.9160042791298715,
1929
+ "ndcg_exponential@1": 0.8713235294117647,
1930
+ "ndcg_exponential@5": 0.909827094147345,
1931
+ "ndcg_exponential@10": 0.9160042791298715,
1932
+ "precision@1": 0.8713235294117647,
1933
+ "precision@5": 0.18872549019607843,
1934
+ "precision@10": 0.0963235294117647,
1935
+ "recall@1": 0.8713235294117647,
1936
+ "recall@5": 0.9436274509803921,
1937
+ "recall@10": 0.9632352941176471,
1938
+ "f1@1": 0.8713235294117647,
1939
+ "f1@5": 0.3145424836601308,
1940
+ "f1@10": 0.17513368983957223,
1941
+ "map@1": 0.8713235294117647,
1942
+ "map@5": 0.8985702614379085,
1943
+ "map@10": 0.9010217281356987,
1944
+ "mrr@1": 0.8713235294117647,
1945
+ "mrr@5": 0.8985702614379085,
1946
+ "mrr@10": 0.9010217281356987,
1947
+ "num_pred": 816,
1948
+ "num_data": 816
1949
+ },
1950
+ "VisRAG_ChartQA": {
1951
+ "hit@1": 0.873015873015873,
1952
+ "hit@5": 0.9523809523809523,
1953
+ "hit@10": 0.9841269841269841,
1954
+ "ndcg_linear@1": 0.873015873015873,
1955
+ "ndcg_linear@5": 0.9192154257384186,
1956
+ "ndcg_linear@10": 0.9285820102143213,
1957
+ "ndcg_exponential@1": 0.873015873015873,
1958
+ "ndcg_exponential@5": 0.9192154257384186,
1959
+ "ndcg_exponential@10": 0.9285820102143213,
1960
+ "precision@1": 0.873015873015873,
1961
+ "precision@5": 0.19047619047619035,
1962
+ "precision@10": 0.09841269841269837,
1963
+ "recall@1": 0.873015873015873,
1964
+ "recall@5": 0.9523809523809523,
1965
+ "recall@10": 0.9841269841269841,
1966
+ "f1@1": 0.873015873015873,
1967
+ "f1@5": 0.3174603174603174,
1968
+ "f1@10": 0.17893217893217894,
1969
+ "map@1": 0.873015873015873,
1970
+ "map@5": 0.9079365079365079,
1971
+ "map@10": 0.9112874779541447,
1972
+ "mrr@1": 0.873015873015873,
1973
+ "mrr@5": 0.9079365079365079,
1974
+ "mrr@10": 0.9112874779541447,
1975
+ "num_pred": 63,
1976
+ "num_data": 63
1977
+ },
1978
+ "VisRAG_MP-DocVQA": {
1979
+ "hit@1": 0.8257191201353637,
1980
+ "hit@5": 0.949238578680203,
1981
+ "hit@10": 0.9644670050761421,
1982
+ "ndcg_linear@1": 0.8257191201353637,
1983
+ "ndcg_linear@5": 0.8963654013094204,
1984
+ "ndcg_linear@10": 0.9013616561433476,
1985
+ "ndcg_exponential@1": 0.8257191201353637,
1986
+ "ndcg_exponential@5": 0.8963654013094204,
1987
+ "ndcg_exponential@10": 0.9013616561433476,
1988
+ "precision@1": 0.8257191201353637,
1989
+ "precision@5": 0.18984771573604056,
1990
+ "precision@10": 0.09644670050761418,
1991
+ "recall@1": 0.8257191201353637,
1992
+ "recall@5": 0.949238578680203,
1993
+ "recall@10": 0.9644670050761421,
1994
+ "f1@1": 0.8257191201353637,
1995
+ "f1@5": 0.31641285956006776,
1996
+ "f1@10": 0.17535763728657133,
1997
+ "map@1": 0.8257191201353637,
1998
+ "map@5": 0.8783417935702198,
1999
+ "map@10": 0.8804494668707866,
2000
+ "mrr@1": 0.8257191201353637,
2001
+ "mrr@5": 0.8783417935702198,
2002
+ "mrr@10": 0.8804494668707866,
2003
+ "num_pred": 591,
2004
+ "num_data": 591
2005
+ },
2006
+ "VisRAG_SlideVQA": {
2007
+ "hit@1": 0.9514388489208633,
2008
+ "hit@5": 0.9892086330935251,
2009
+ "hit@10": 0.9964028776978417,
2010
+ "ndcg_linear@1": 0.9514388489208633,
2011
+ "ndcg_linear@5": 0.9643955947468126,
2012
+ "ndcg_linear@10": 0.9679213628193298,
2013
+ "ndcg_exponential@1": 0.9514388489208633,
2014
+ "ndcg_exponential@5": 0.9643955947468126,
2015
+ "ndcg_exponential@10": 0.9679213628193298,
2016
+ "precision@1": 0.9514388489208633,
2017
+ "precision@5": 0.24748201438848919,
2018
+ "precision@10": 0.1251798561151079,
2019
+ "recall@1": 0.8237410071942446,
2020
+ "recall@5": 0.9838129496402878,
2021
+ "recall@10": 0.9937050359712231,
2022
+ "f1@1": 0.8663069544364508,
2023
+ "f1@5": 0.38831791709489566,
2024
+ "f1@10": 0.21977872247656424,
2025
+ "map@1": 0.9514388489208633,
2026
+ "map@5": 0.9525779376498801,
2027
+ "map@10": 0.9544082591070002,
2028
+ "mrr@1": 0.9514388489208633,
2029
+ "mrr@5": 0.9677757793764986,
2030
+ "mrr@10": 0.9686800559552358,
2031
+ "num_pred": 556,
2032
+ "num_data": 556
2033
+ },
2034
+ "VisRAG_InfoVQA": {
2035
+ "hit@1": 0.8816155988857939,
2036
+ "hit@5": 0.9763231197771588,
2037
+ "hit@10": 0.9916434540389972,
2038
+ "ndcg_linear@1": 0.8816155988857939,
2039
+ "ndcg_linear@5": 0.9377751275672487,
2040
+ "ndcg_linear@10": 0.943136767535026,
2041
+ "ndcg_exponential@1": 0.8816155988857939,
2042
+ "ndcg_exponential@5": 0.9377751275672487,
2043
+ "ndcg_exponential@10": 0.943136767535026,
2044
+ "precision@1": 0.8816155988857939,
2045
+ "precision@5": 0.19526462395543173,
2046
+ "precision@10": 0.0991643454038997,
2047
+ "recall@1": 0.8816155988857939,
2048
+ "recall@5": 0.9763231197771588,
2049
+ "recall@10": 0.9916434540389972,
2050
+ "f1@1": 0.8816155988857939,
2051
+ "f1@5": 0.3254410399257197,
2052
+ "f1@10": 0.18029880982527227,
2053
+ "map@1": 0.8816155988857939,
2054
+ "map@5": 0.9244661095636025,
2055
+ "map@10": 0.9269200159172305,
2056
+ "mrr@1": 0.8816155988857939,
2057
+ "mrr@5": 0.9244661095636025,
2058
+ "mrr@10": 0.9269200159172305,
2059
+ "num_pred": 718,
2060
+ "num_data": 718
2061
+ },
2062
+ "VisRAG_PlotQA": {
2063
+ "hit@1": 0.6709154113557358,
2064
+ "hit@5": 0.8980301274623407,
2065
+ "hit@10": 0.9501738122827347,
2066
+ "ndcg_linear@1": 0.6709154113557358,
2067
+ "ndcg_linear@5": 0.7916335017670775,
2068
+ "ndcg_linear@10": 0.808957405785013,
2069
+ "ndcg_exponential@1": 0.6709154113557358,
2070
+ "ndcg_exponential@5": 0.7916335017670775,
2071
+ "ndcg_exponential@10": 0.808957405785013,
2072
+ "precision@1": 0.6709154113557358,
2073
+ "precision@5": 0.17960602549246812,
2074
+ "precision@10": 0.09501738122827347,
2075
+ "recall@1": 0.6709154113557358,
2076
+ "recall@5": 0.8980301274623407,
2077
+ "recall@10": 0.9501738122827347,
2078
+ "f1@1": 0.6709154113557358,
2079
+ "f1@5": 0.29934337582078024,
2080
+ "f1@10": 0.17275887496049724,
2081
+ "map@1": 0.6709154113557358,
2082
+ "map@5": 0.7562379297025877,
2083
+ "map@10": 0.7636594382828449,
2084
+ "mrr@1": 0.6709154113557358,
2085
+ "mrr@5": 0.7562379297025877,
2086
+ "mrr@10": 0.7636594382828449,
2087
+ "num_pred": 863,
2088
+ "num_data": 863
2089
+ },
2090
+ "ViDoSeek-page-fixed": {
2091
+ "hit@1": 0.6523642732049036,
2092
+ "hit@5": 0.9343257443082311,
2093
+ "hit@10": 0.9772329246935202,
2094
+ "ndcg_linear@1": 0.6523642732049036,
2095
+ "ndcg_linear@5": 0.8092568828127837,
2096
+ "ndcg_linear@10": 0.8235961331539273,
2097
+ "ndcg_exponential@1": 0.6523642732049036,
2098
+ "ndcg_exponential@5": 0.8092568828127837,
2099
+ "ndcg_exponential@10": 0.8235961331539274,
2100
+ "precision@1": 0.6523642732049036,
2101
+ "precision@5": 0.1868651488616462,
2102
+ "precision@10": 0.097723292469352,
2103
+ "recall@1": 0.6523642732049036,
2104
+ "recall@5": 0.9343257443082311,
2105
+ "recall@10": 0.9772329246935202,
2106
+ "f1@1": 0.6523642732049036,
2107
+ "f1@5": 0.31144191476941047,
2108
+ "f1@10": 0.17767871358064005,
2109
+ "map@1": 0.6523642732049036,
2110
+ "map@5": 0.7669731465265616,
2111
+ "map@10": 0.773165638117477,
2112
+ "mrr@1": 0.6523642732049036,
2113
+ "mrr@5": 0.7669731465265616,
2114
+ "mrr@10": 0.773165638117477,
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": 0.6830122591943958,
2123
+ "ndcg_linear@5": 0.8317128209715203,
2124
+ "ndcg_linear@10": 0.8140865838805089,
2125
+ "ndcg_exponential@1": 0.45909432074055534,
2126
+ "ndcg_exponential@5": 0.7107086046729753,
2127
+ "ndcg_exponential@10": 0.7387265267539986,
2128
+ "precision@1": 0.9964973730297724,
2129
+ "precision@5": 0.9189141856392293,
2130
+ "precision@10": 0.8262697022767075,
2131
+ "recall@1": 0.058755583165583644,
2132
+ "recall@5": 0.2700105134217525,
2133
+ "recall@10": 0.47613925151150494,
2134
+ "f1@1": 0.11021765913755265,
2135
+ "f1@5": 0.4090110149935032,
2136
+ "f1@10": 0.590653601564059,
2137
+ "map@1": 0.9964973730297724,
2138
+ "map@5": 0.9111091652072387,
2139
+ "map@10": 0.8135708651528328,
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": 0.4928400954653938,
2148
+ "hit@5": 0.7028639618138425,
2149
+ "hit@10": 0.7732696897374701,
2150
+ "ndcg_linear@1": 0.4928400954653938,
2151
+ "ndcg_linear@5": 0.5617556462312778,
2152
+ "ndcg_linear@10": 0.5903479533039424,
2153
+ "ndcg_exponential@1": 0.4928400954653938,
2154
+ "ndcg_exponential@5": 0.5617556462312779,
2155
+ "ndcg_exponential@10": 0.5903479533039424,
2156
+ "precision@1": 0.4928400954653938,
2157
+ "precision@5": 0.17971360381861576,
2158
+ "precision@10": 0.10560859188544154,
2159
+ "recall@1": 0.38467439481759286,
2160
+ "recall@5": 0.6313416297306512,
2161
+ "recall@10": 0.7094859264310338,
2162
+ "f1@1": 0.4165780983800077,
2163
+ "f1@5": 0.2670968072905459,
2164
+ "f1@10": 0.17645399433400333,
2165
+ "map@1": 0.4928400954653938,
2166
+ "map@5": 0.5173621055422963,
2167
+ "map@10": 0.5319082948414051,
2168
+ "mrr@1": 0.4928400954653938,
2169
+ "mrr@5": 0.5746022275258552,
2170
+ "mrr@10": 0.5842624161836573,
2171
+ "num_pred": 838,
2172
+ "num_data": 838
2173
+ },
2174
+ "MMLongBench-doc": {
2175
+ "hit@1": 0.7684964200477327,
2176
+ "hit@5": 0.8806682577565632,
2177
+ "hit@10": 0.9224343675417661,
2178
+ "ndcg_linear@1": 0.5493237867939539,
2179
+ "ndcg_linear@5": 0.5963947464442805,
2180
+ "ndcg_linear@10": 0.5706472952455978,
2181
+ "ndcg_exponential@1": 0.3927719058983975,
2182
+ "ndcg_exponential@5": 0.5162681028848569,
2183
+ "ndcg_exponential@10": 0.5216867641790806,
2184
+ "precision@1": 0.7684964200477327,
2185
+ "precision@5": 0.6474940334128877,
2186
+ "precision@10": 0.5710023866348448,
2187
+ "recall@1": 0.02524290751817604,
2188
+ "recall@5": 0.10436212122506619,
2189
+ "recall@10": 0.17861198832143405,
2190
+ "f1@1": 0.048375846213701834,
2191
+ "f1@5": 0.17239791655963213,
2192
+ "f1@10": 0.25505071715019745,
2193
+ "map@1": 0.7684964200477327,
2194
+ "map@5": 0.6124303898170247,
2195
+ "map@10": 0.5174580918286169,
2196
+ "mrr@1": 0.7684964200477327,
2197
+ "mrr@5": 0.8133651551312648,
2198
+ "mrr@10": 0.8189751676326854,
2199
+ "num_pred": 838,
2200
+ "num_data": 838
2201
+ }
2202
+ }
2203
+ }
2204
+ }