UCF101
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
UCF101 (Average across 3 splits)
93.5Mean Accuracy
5
UCF101 (test)
35.94PSNR (dB)
4
UCF101 (test)
95.76FS Accuracy
4
UCF101
98.3Accuracy
4
UCF101 (test)
0.157AURC
4
UCF101 H (harmonic mean)
77.64Accuracy
4
UCF101 (unseen)
77.5Accuracy
4
UCF101 unseen prompts
75.77Accuracy
4
UCF101 cleaned excluding dirty data (test)
32.08PSNR
4
UCF101 cleaned excluding dirty data (test)
35.75PSNR
4
UCF101 (23-78 split)
50.13Mean Accuracy
4
UCF101 Mean over 5 random splits
69.61Mean Accuracy
4
UCF101 (Split 5)
60.56Accuracy
4
UCF101 (Split 4)
70.85Accuracy
4
UCF101 (81/20 Random Split)
53.8Accuracy
4
UCF101 (full dataset)
2.2Runtime (hours)
4
UCF101 (test)
90.14Accuracy
4
UCF101 512x17
0.16rFVD
3
UCF101 256x17
1.09rFVD
3
UCF101
4TP
3
VP-UCF101
75.9cMAP
3
UCF101 VP
96.8Top-1 Accuracy
3
UCF101 severe temporal corruption (test)
63.8Top-1 Acc
3
UCF101 moderate temporal corruption (test)
63.8Top-1 Acc
3
UCF101 minor temporal corruption (test)
65.2Top-1 Accuracy
3