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Benchmarks
Word-level sign language recognition on WLASL100
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65.89
Top-1 Acc
I3D
24.3732
35.1516
45.93
56.7084
Oct 24, 2019
Nov 2, 2020
Nov 12, 2021
Nov 22, 2022
Dec 2, 2023
Dec 11, 2024
Dec 22, 2025
Top-1 Acc
Top-5 Acc
Top-10 Acc
Updated 4d ago
Evaluation Results
Method
Method
Links
Top-1 Acc
Top-5 Acc
Top-10 Acc
I3D
2019.10
65.89
84.11
89.92
I3D
Training time=20:13:42...
2025.12
65.89
84.11
89.92
PBRC
Training time=00:00:18...
2025.12
60.85
85.86
91.74
MRC
Training time=00:00:52...
2025.12
60.35
84.65
91.51
Pose-TGCN
2019.10
55.43
78.68
87.6
Pose-TGCN
Training time=00:38:18...
2025.12
55.43
78.68
87.6
Pose-GRU
2019.10
46.51
76.74
85.66
VGG-GRU
2019.10
25.97
55.04
63.95
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