UCF-101
Benchmarks
TaskDatasetSOTA resultTrendResults
UCF-101 first split among three (test)
72.4Top-1 Accuracy
10
UCF-101-24 (split 1)
84.8Frame mAP (IoU=0.5)
10
UCF-101 (val)
85.2Top-1 Acc (K=2)
8
UCF-101 all-to-all
71.6Accuracy
7
UCF-101
279FVD (2048 Dim)
7
UCF-101 (Split 2)
95.4Accuracy
7
UCF-101 (test)
84.4NMI
5
UCF-101 64x64
0.818SSIM
5
UCF-101 128 x 128 x 16
35.28PSNR
5
UCF-101 (test)
120.3FVD
4
UCF-101 256 x 256 (test)
34.97PSNR
4
UCF-101 20 tasks
51.8FAA
3
UCF-101 10 tasks
58.5FAA
3
UCF-101 256 x 256 x 32
28.65PSNR
3
UCF-101 (train+test)
32.7IS
3
UCF-101 24 actions
41.37f-mAP
3
UCF-101-24 (50-50 Split)
75.1Novel @0.5
2
UCF-101-24 (75-25 split)
97.1Novel@0.5
2