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Benchmarks
Sign Language Recognition on WLASL300 v1.0 (test)
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86.98
Top-1 Accuracy (Per-instance)
NLA-SLR
40.388
52.484
64.58
76.676
Mar 21, 2023
Top-1 Accuracy (Per-instance)
Top-5 Accuracy (Per-instance)
Top-1 Accuracy (Per-class)
Top-5 Accuracy (Per-class)
Updated 4d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy (Per-instance)
Top-5 Accuracy (Per-instance)
Top-1 Accuracy (Per-class)
Top-5 Accuracy (Per-class)
NLA-SLR
Inference crops=3-crop
2023.03
86.98
97.6
87.33
97.81
NLA-SLR
Inference crops=1-crop
2023.03
86.23
97.6
86.67
97.81
BEST
Modalities=RGB
2023.03
75.6
92.81
76.12
93.07
SignBERT+
Extra data=true
2023.03
74.4
91.32
75.27
91.72
TCK+
Modalities=Skeleton
2023.03
68.56
89.52
68.75
89.41
Fusion-3
Modalities=RGB
2023.03
68.3
83.19
-
-
I3D
Modalities=RGB
2023.03
56.14
79.94
-
-
ST-GCN
Modalities=Keypoints
2023.03
44.46
73.05
45.29
73.16
PSLR
Modalities=Skeleton
2023.03
42.18
71.71
-
-
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