UCF101
Benchmarks
TaskDatasetSOTA resultTrendResults
UCF101 avg over all splits
96.9Top-1 Accuracy
42
UCF101 (val)
97.3Accuracy
42
UCF101 (test)
35.48PSNR
41
UCF101 (3-split average)
98.6Accuracy
41
UCF101 (averaged over three splits)
98.7Accuracy
39
UCF101 base-to-novel
88.56Base Score
36
UCF101
88.1Base Accuracy
34
UCF101 (test)
88.9Accuracy
33
UCF101
70.6mAP
30
UCF101
75Clean Top-1 Accuracy
29
UCF101 (1)
95.6Accuracy
29
UCF101
0.1CovGap
28
UCF101 novel classes
1.89Expected Calibration Error
28
UCF101 5-way 5-shot
99.2Accuracy
28
UCF101 (train-test)
99.6Top-1 Accuracy
27
UCF101 5-shot
99.5Accuracy
27
UCF101 (base classes)
84.68Accuracy
27
UCF101 OOD
86.74AUROC
25
UCF101 VISPR
70.4Top-1 Accuracy
24
UCF101 PR (test)
91.29WAR (%)
24
UCF101
85.01Accuracy
23
UCF101 1-shot
97.7Accuracy
23
UCF101
97Top-1 Accuracy (1-shot)
22
UCF101
46.6ISM
21
UCF101 5-way 1-shot
98.3Accuracy
21