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NTU

Benchmarks

Task NameDataset NameSOTA ResultTrend
Action RecognitionNTU-60 (xsub)
Accuracy97.1
223
Skeleton-based Action RecognitionNTU 60 (X-sub)
Accuracy94.8
220
Action RecognitionNTU-120 (cross-subject (xsub))
Accuracy95.3
211
Action RecognitionNTU 120 (Cross-Setup)
Accuracy96.4
203
Skeleton-based Action RecognitionNTU 120 (X-sub)
Accuracy92
139
Skeleton-based Action RecognitionNTU 60 (X-view)
Accuracy98.7
119
Action RecognitionNTU-60 (xview)
Accuracy98.8
117
Action RecognitionNTU-60 48/12 split
Top-1 Acc65.5
103
Skeleton-based Action RecognitionNTU (Cross-Subject)
Accuracy89.4
86
Action RecognitionNTU-120 96/24 split
Top-1 Acc67.2
84
Action RecognitionNTU 60 (55/5 split)
Top-1 Acc88.88
57
Action RecognitionNTU-120 110/10 split
Top-1 Acc79.99
56
Action RecognitionNTU120 (cross-subject (CS))
Top-1 Accuracy95.3
36
Action RecognitionNTU-60 (x-sub)
Accuracy (10% data)88.8
35
Skeleton Action RecognitionNTU-120 (96/24 random split)
Accuracy66.52
34
Skeleton-based Action RecognitionNTU 120 (X-set120)
Accuracy93.8
32
Action RecognitionNTU-60 (Cross-Subject (CS))
Top-1 Accuracy97
31
3D Action RecognitionNTU-120 (X-set)
Top-1 Acc92.3
30
Action RetrievalNTU-60 (x-view)
Accuracy93.5
28
Action RetrievalNTU-60 (x-sub)
Accuracy75
28
Action RecognitionNTU-120 1.0 (Cross-Subject 1 (CS1))
Top-1 Accuracy90.7
28
Hypergraph Node ClassificationNTU 2012 (test)
Accuracy93.32
27
Skeleton Action RecognitionNTU-120 (110/10 random split)
Top-1 Accuracy75.24
24
Skeleton Action RecognitionNTU-60 (55/5 random split)
Seen Accuracy82.7
23
Action RecognitionNTU-60 (x-view)
Top-1 Acc (1% labels)60.3
22
Showing 25 of 96 rows