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NTU

Benchmarks

Task NameDataset NameSOTA ResultTrend
Skeleton-based Action RecognitionNTU 60 (X-sub)
Accuracy94.8
220
Skeleton-based Action RecognitionNTU 120 (X-sub)
Accuracy92
139
Skeleton-based Action RecognitionNTU 60 (X-view)
Accuracy98.7
119
Action RecognitionNTU 120 (Cross-Setup)
Accuracy96.4
112
Skeleton-based Action RecognitionNTU (Cross-Subject)
Accuracy89.4
86
Action RecognitionNTU-120 (cross-subject (xsub))
Accuracy95.3
82
Action RecognitionNTU-60 (xsub)
Accuracy89.96
40
Action RecognitionNTU120 (cross-subject (CS))
Top-1 Accuracy95.3
36
Action RecognitionNTU 60 (55/5 split)
Top-1 Acc88.88
35
Action RecognitionNTU-120 110/10 split
Top-1 Acc79.99
34
Skeleton-based Action RecognitionNTU 120 (X-set120)
Accuracy93.8
32
Action RecognitionNTU-60 (Cross-Subject (CS))
Top-1 Accuracy97
31
Action RecognitionNTU-120 1.0 (Cross-Subject 1 (CS1))
Top-1 Accuracy90.7
28
Action RecognitionNTU-60 48/12 split
Top-1 Acc56.03
27
Action RecognitionNTU-60 (x-view)
Top-1 Acc (1% labels)60.3
22
One-shot Skeleton-based Action RecognitionNTU-120 SOAR One-shot protocol
Accuracy57.05
19
Action RetrievalNTU-60 (x-view)
Accuracy93.5
18
Action RetrievalNTU-60 (x-sub)
Accuracy75
18
Action RecognitionNTU-120 96/24 split
Top-1 Acc65.06
18
Action RetrievalNTU-120 (x-setup)
Accuracy66.8
16
Action RetrievalNTU 120 (x-sub)
Accuracy63.3
16
3D Action RecognitionNTU-120 (X-set)
Top-1 Acc91.3
16
Skeleton Action RecognitionNTU-120 (96/24 random split)
Seen Accuracy82.46
15
Skeleton Action RecognitionNTU-120 (110/10 random split)
Seen Accuracy80.43
15
Skeleton Action RecognitionNTU-60 (48/12 random split)
Seen Accuracy87.63
15
Showing 25 of 71 rows