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WLASL

Benchmarks

Task NameDataset NameSOTA ResultTrend
Isolated Sign Language RecognitionWLASL 100
Per-instance Top-1 Acc92.25
46
Isolated Sign Language RecognitionWLASL 300
Top-1 Accuracy (Instance)78.44
28
Isolated Sign Language RecognitionWLASL 2000
P-I63.52
17
Sign Language RecognitionWLASL (test)
Top-1 Accuracy66.82
17
Sign Language RecognitionWLASL2000 v1.0 (test)
Per-instance Top-1 Acc0.6126
12
Sign Language RecognitionWLASL 100 v1.0 (test)
Top-1 Accuracy86.5
10
Isolated Sign Language RecognitionWLASL
Per-instance Top-1 Acc55.59
9
Sign Language RecognitionWLASL300 v1.0 (test)
Top-1 Accuracy (Per-instance)86.98
9
Word-level sign language recognitionWLASL100
Top-1 Acc65.89
8
Sign Language RecognitionWLASL
Top-1 Accuracy48.49
7
Isolated Sign Language RecognitionWLASL 2000 (test)
P-I63.52
6
Isolated Sign Language RecognitionWLASL 2000
Accuracy30.6
5
Sign Language RecognitionWLASL1000 v1.0 (test)
Per-instance Top-1 Acc75.64
4
Word-level sign language recognitionWLASL 2000
Top-1 Acc32.48
4
Word-level sign language recognitionWLASL1000
Top-1 Acc47.33
4
Word-level sign language recognitionWLASL 300
Top-1 Acc56.14
4
Sign Language RecognitionWLASL100
Accuracy57.71
3
Isolated Sign Language RecognitionWLASL 1000
Instance Top-1 Acc67.91
3
Sign RecognitionWLASL (test)
Per-Instance Top-1 Acc46.82
3
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