UCM
Benchmarks
TaskDatasetSOTA resultTrendResults
UCM (test)
98.68Overall Accuracy
87
UCM
89.85Accuracy
54
UCM 1.0 (50% train ratio)
99.81Accuracy
43
UCM 1.0 (train)
99.88Accuracy
31
UCM
98.81Top-1 Accuracy
28
UCM (test)
19.33Recall@1
27
UCM (test)
22.71R@1
27
UCM (val)
66.6Recall@5
23
UCM (val)
63.5R@5
23
UCM
17.1R@1
22
UCM
21.1Recall@1
22
UCM Captions
79.92BLEU-4
19
UCM
98.2Accuracy
14
UCM (test)
83.72ReconScore
13
UCM (test)
28.57R@1 (I2T)
12
UCM caption
75.33R@1/5/10
11
UCM-preference (test)
28.75Kendall's Tau_b
10
UCM-Captions
50GEval Score
10
UCM
0.881BLEU-1
9
UCM
20.48I2T R@1
9
UCM refined (test)
0.898BLEU-1
8
UCM-CLS (test)
66.7Top-1 Accuracy
8
UCM (test)
98.57Top-1 Acc
7
UCM caption
52.86Avg Recall (R@1/5/10)
6
UCM
0.918BLEU-1
6