UCF101
Benchmarks
TaskDatasetSOTA resultTrendResults
UCF101 -> HMDB51
44.25Top-1 Accuracy
13
UCF101 256x256 (test)
294.7FVD
13
UCF101 5% labels
50.9Accuracy
13
UCF101 (10% labels)
60.1Accuracy
13
UCF101 (50% labels)
73.3Accuracy
13
UCF101 24
83.2F-mAP@0.5
13
UCF101 24
75.5video-mAP@0.5
13
UCF101
0.1Covariance Gap (CovGap)
12
UCF101
0.11CovGap
12
UCF101
51.7Adversarial Accuracy
12
UCF101 Base-to-Novel
88.1Base Accuracy
12
UCF101 VISPR
64.4cMAP
12
UCF101 zero-shot
94.2ACC
12
UCF101 Harmonic Mean
84.03Accuracy
12
UCF101 New classes
80.77Accuracy
12
UCF101 Base classes
88.56Accuracy
12
UCF101 random distribution shifts (test)
83.11Top-1 Acc
12
UCF101
33.837PSNR
12
UCF101 x8
25.486PSNR
12
UCF101 x2
32.258PSNR
12
UCF101 (train)
95.3Accuracy
12
UCF101
61.3Accuracy
11
UCF101 10% labels (test)
73.3Top-1 Accuracy
11
UCF101
87.5Accuracy
11
UCF101
70.84Acc
11