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HMDB

Benchmarks

Task NameDataset NameSOTA ResultTrend
Action RecognitionHMDB51 (test)
Accuracy37.6
249
Action RecognitionHMDB51
Top-1 Acc89.3
225
Action RecognitionHMDB-51 (average of three splits)
Top-1 Acc87.2
204
Action RecognitionHMDB51
3-Fold Accuracy92.1
191
Video RecognitionHMDB51
Accuracy82.8
145
Video Action RecognitionHMDB51
Top-1 Accuracy88.1
130
Action ClassificationHMDB51 (over all three splits)
Accuracy75.9
121
Video Action RecognitionHMDB-51 (3 splits)
Accuracy84.6
116
Action RecognitionHMDB51 (split 1)
Accuracy87.4
80
Action RecognitionHMDB51
Accuracy (HMDB51)93.25
78
Video RetrievalHMDB51 (test)
Recall@140.1
76
Video Action RecognitionHMDB51 (test)
Accuracy84.3
73
Action RecognitionHMDB51
Mean Accuracy81.3
61
Action ClassificationHMDB51 (split1)
Accuracy75
58
Video Action RecognitionHMDB51 (avg over all splits)
Top-1 Acc83.39
56
Action RecognitionHMDB-51
Accuracy92.5
55
Action RecognitionHMDB-51
Base Accuracy92.3
51
Action ClassificationHMDB51
Top-1 Accuracy74.5
51
Video RetrievalHMDB51 (first split)
Top-1 Accuracy45.9
49
Video retrievalHMDB51
Top-1 Accuracy24.1
44
Action RecognitionHMDB51
5-shot Accuracy96.8
40
Action RecognitionHMDB51 1 (test)
Top-1 Accuracy68.2
40
Video Action RecognitionHMDB-51
Mean Class Accuracy75.9
37
Action RecognitionHMDB-51
Top-1 Accuracy70.1
36
Video ClassificationHMDB 23 (test)
Top-1 Acc78.7
33
Showing 25 of 125 rows