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UCF101

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image ClassificationUCF101
Top-1 Acc87.7
527
Action RecognitionUCF101
Accuracy99.9
433
Action RecognitionUCF101 (test)
Accuracy99.2
357
Action RecognitionUCF101 (mean of 3 splits)
Accuracy98.7
357
Action RecognitionUCF101 (3 splits)
Accuracy98.6
155
Action ClassificationUCF101
Top-1 Accuracy96.6
151
Image ClassificationUCF101
Base Classes Acc91.42
139
Video RecognitionUCF101
Accuracy98.3
111
Action RecognitionUCF101 (Split 1)
Top-1 Acc96.8
105
Video RetrievalUCF101 (1)
Top-1 Acc83.9
97
Fine-grained classificationUCF101
Accuracy75.1
81
Action RecognitionUCF101
Base Accuracy89.83
75
Base-to-New GeneralizationUCF101
Base Accuracy95.5
71
Video GenerationUCF101
FVD151.5
68
Video retrievalUCF101
Top-1 Acc90.7
63
Video RetrievalUCF101 (test)
Top-1 Acc98
55
Image ClassificationUCF101
Accuracy84.9
54
Action RecognitionUCF101 1 (test)
Accuracy94.6
50
Action RecognitionUCF101
5-shot Accuracy99.5
48
Action RecognitionUCF101
Top-1 Acc87.4
48
Video Action RecognitionUCF101 (test)
Top-1 Acc92.1
46
Video Action RecognitionUCF101 avg over all splits
Top-1 Accuracy96.9
42
Action RecognitionUCF101 (val)
Accuracy97.3
42
Video Frame InterpolationUCF101 (test)
PSNR35.48
41
Video ClassificationUCF101 (3-split average)
Accuracy98.6
41
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