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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
P-I Accuracy64.73
15
Isolated Sign Language RecognitionWLASL 2000 (test)
Per-instance Top-1 Acc64.54
15
Sign Language RecognitionWLASL2000 v1.0 (test)
Per-instance Top-1 Acc0.6126
12
Sign Language RecognitionWLASL 300
P-I88.66
11
Word-level sign language recognitionWLASL 300
Top-1 Acc73.2
11
Sign Language RecognitionWLASL 100 v1.0 (test)
Top-1 Accuracy86.5
10
Sign Language RecognitionWLASL-100
Top-1 Accuracy88.37
9
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 recognitionWLASL 2000
Top-1 Acc81
8
Word-level sign language recognitionWLASL100
Top-1 Acc65.89
8
Sign Language RecognitionWLASL
Top-1 Accuracy48.49
7
Sign Language Video GenerationWLASL
FVD453
6
Sign Language RecognitionWLASL 300 (test)
Accuracy61.1
6
Sign Language RecognitionWLASL 100 (test)
Accuracy72.8
6
Sign Language RecognitionWLASL100
Accuracy90
5
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 recognitionWLASL1000
Top-1 Acc47.33
4
Sign Language RecognitionWLASL 2000
Top-1 Accuracy72.08
3
Sign language recognitionWLASL 1000
Top-1 Accuracy67.81
3
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