UCF101
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
UCF101 time-correlated (val)
83.92Mean Top-1 Acc
21
UCF101 v1 (test)
97.5Accuracy
21
UCF101 5-way K-shot (test)
99.3Accuracy (5-shot)
20
UCF101
53.9Accuracy
20
UCF101 24
88Video-mAP (IoU=0.2)
20
UCF101
19.66BDBR (PSNR)
19
UCF101
89.7Top-1 Acc
18
UCF101 half classes (test)
85.8Accuracy
18
UCF101 (test)
85.81Combined Accuracy
17
UCF101-24 1.0 (test)
90.7F-mAP@0.5
17
UCF101 128x128 16 frames
64.17Inception Score
17
UCF101 (full)
96.8Accuracy
17
UCF101
98.71-shot Accuracy
16
UCF101 1.0 (fine-tuned)
97.3Accuracy
16
UCF101
82.7Accuracy
16
UCF101
51.3Accuracy
16
UCF101 middle timestep 53
35.41PSNR
16
UCF101 x4
30.608PSNR
16
UCF101 meta (test)
99.35-shot Accuracy
15
UCF101
87.58Accuracy
15
UCF101 (novel classes)
0.66MCE
15
UCF101 (Novel)
80.77Top-1 Acc
15
UCF101
4Pruning Rate
14
UCF101 DVF
35.39PSNR
14
UCF101 (test)
64.4Accuracy
13