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HMDB51

Benchmarks

Task NameDataset NameSOTA ResultTrend
Action RecognitionHMDB51
Top-1 Acc44.75
30
Zero-Shot Action RecognitionHMDB51 (test)
Accuracy59
25
Action ClassificationHMDB51 1.0 (fine-tuned)
Accuracy72.8
16
Action RecognitionHMDB51 (40% labels)
Accuracy42.1
13
Video RecognitionHMDB51 (Evaluation Protocol 2)
Accuracy64
12
Video RecognitionHMDB51 v1 (test)
Accuracy79.7
11
Unsupervised Video Class-Incremental LearningHMDB51 (average of three splits)
Avg Accuracy38.64
9
Action RetrievalHMDB51 (split-1)
Recall@130.8
8
Class-incremental action recognitionHMDB51 1 x 25 stages
CNN Accuracy42.65
7
Action RecognitionHMDB51 (full)
Top-1 Accuracy82.7
7
Action RecognitionHMDB51
CNN Accuracy (5-way)47.54
7
Few-Shot Action RecognitionHMDB51
Accuracy84.7
4
Action RecognitionHMDB51 (12-39)
Accuracy40.19
3
Video ClassificationHMDB51 v1 (test)
Accuracy59.1
2
Skeleton Action RecognitionHMDB51 2D Skeleton
Top-1 Accuracy69.4
2
Action recognitionHMDB51 (Even)
Accuracy24.5
2
Action recognitionHMDB51 (Odd)
Accuracy15
2
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