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UCF

Benchmarks

Task NameDataset NameSOTA ResultTrend
Action RecognitionUCF-101
Top-1 Acc99.7
225
Video Action RecognitionUCF101
Top-1 Acc99.6
165
Video Frame InterpolationUCF101
PSNR35.44
122
Video GenerationUCF-101 (test)
Inception Score89.27
105
Video InterpolationUCF-101 (test)
PSNR35.8
65
Action RecognitionUCF-101
Accuracy99.7
60
Image ClassificationUCF
Accuracy88
45
Action RecognitionUCF-101
Base Accuracy99.6
44
Video ReconstructionUCF-101
rFVD8.6
39
Action RecognitionUCF101 base-to-new
Base Performance89.71
36
Action RecognitionUCF-101 fine-tuning protocol
Accuracy96.1
35
Shadow DetectionUCF (test)
BER5.69
35
Action RecognitionUCF-101
3-Fold Accuracy99.6
32
Image ClassificationUCF-101
Accuracy75.2
30
Video GenerationUCF-101
FVD58
30
Video ClassificationUCF101
Accuracy93.7
29
Action RecognitionUCF101
Top-1 Accuracy81.1
28
Video RecognitionUCF51 (split 1)
Top-1 Acc70
27
Video RetrievalUCF51
Recall@10.676
27
Adversarial Video PurificationUCF-101
Clean Accuracy96
24
ClassificationUCF101
AURC0.226
23
Class-Incremental LearningUCF
Average Accuracy95.63
20
Video ClassificationMiniUCF 112x112 (test)
Accuracy62.7
19
Video ClassificationUCF-101
Avg Acc91.2
19
Class-conditioned Video GenerationUCF101 (test)
Fréchet Video Distance36
19
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