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HMDB51

Benchmarks

Task NameDataset NameSOTA ResultTrend
Action RecognitionHMDB51
Top-1 Acc44.75
30
Few-shot Action RecognitionHMDB51 5-shot
Accuracy90.6
27
Zero-Shot Action RecognitionHMDB51 (test)
Accuracy59
25
Action ClassificationHMDB51 1.0 (fine-tuned)
Accuracy72.8
16
Action RecognitionHMDB51 (40% labels)
Accuracy42.1
13
Out-of-Distribution DetectionHMDB51 vs OOD Average
FPR@9517.96
12
Video RecognitionHMDB51 (Evaluation Protocol 2)
Accuracy64
12
Action RecognitionHMDB51
AURC36.52
11
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
Out-of-Distribution DetectionHMDB51 OOD
FPR@9562.86
6
Video RetrievalHMDB51-DVS (test)
mAP (64-bit)52.47
5
Open-Set Action RecognitionHMDB51 (test)
FS Accuracy75.92
4
Few-Shot Action RecognitionHMDB51
Accuracy84.7
4
PrivacyVP-HMDB51
cMAP76.4
3
Action RecognitionVP-HMDB51
Top-1 Accuracy72.6
3
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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