UCF-101
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
UCF-101 (test)
90.67Accuracy
127
UCF-101
81FVD
61
UCF-101 zero-shot
200.2FVD
59
UCF-101 (test)
98.1Top-1 Acc
41
UCF-101 Few-shot
94.6Top-1 Accuracy
30
UCF-101 (val)
91.4Accuracy
25
UCF-101 (test)
217.24FVD
25
UCF-101 (test)
96Clean Accuracy
24
UCF-101 1.0 (test)
95.9Top-1 Acc
23
UCF-101 v1.0 (train test)
66.32FVD
21
UCF-101 (split-1)
89.08Accuracy
21
UCF-101 (test)
81.25FVD
19
UCF-101-24 (test)
90.7F1 Score (IoU=0.5)
15
UCF-101
88.1Top-1 Acc (K=2)
13
UCF-101 (fine-tuning)
95.23IS
13
UCF-101 128-frame (test)
968FVD
13
UCF-101 (81/20)
64.8Accuracy
13
UCF-101 (Untargeted)
98Frame Rate (FR)
12
UCF-101 (Targeted)
65FR (%)
12
UCF-101 16-frame
90.52IS
12
UCF-101
79.1Accuracy
12
UCF-101 256x256
210.6FVD (256x256, 2048)
12
UCF-101 64 x 64 (test)
158.7FVD
12
UCF-101 (full)
97.2Top-1 Accuracy
11
UCF-101
90.4Accuracy (ACC)
10