UCF101
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
UCF101 base and new classes
84.69Accuracy (Base Classes)
11
UCF101D
82.2video-mAP (IoU=0.2)
11
UCF101 24
79mAP@0.20
11
UCF101 24
83.2F@0.5
10
UCF101 (train test)
41.5Top-1 Acc
10
UCF101 64x64, 32 frames (test)
0.043BPP
10
UCF101 B50 Inc10 (test)
95.43Average Performance (A-bar)
10
UCF101 B0 Inc10 (test)
95.63Average Performance (A-bar)
10
UCF101 5-way 3-shot
0.99Accuracy
10
UCF101
83Accuracy
10
UCF101 (test)
45Pruning Ratio
10
UCF101
51.8Harmonic Mean Acc
10
UCF101 24 untrimmed
76.6Video-mAP@0.5
10
UCF101
82.37Accuracy
9
UCF101 10 tasks
95.9Average Accuracy
9
UCF101 (average of three splits)
70.33Avg Class Accuracy
9
UCF101-24 (split 1)
84.3mAP
9
UCF101
8.6rFVD
9
UCF101
34.7PSNR
8
UCF101
99.28FS Accuracy
8
UCF101 novel classes
65.98Accuracy
8
UCF101 4-shot
78.5Accuracy
8
UCF101 20 Tasks
94.9Accuracy
8
UCF101
38.85PSNR
8
UCF101 (train val)
95.5Top-1 Acc
8