Sign Language Recognition
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.193WER
41
Feb 26, 2026
17.7WER
32
Feb 26, 2026
0.253WER
19
Feb 26, 2026
97.8Accuracy
19
Mar 9, 2026
18.8WER
17
Feb 26, 2026
66.82Top-1 Accuracy
17
Feb 26, 2026
64.73P-I Accuracy
15
Apr 1, 2026
100Top-1 Accuracy
15
Jun 4, 2026
98.6Rank-1 Accuracy
14
Feb 26, 2026
25.4WER
12
Feb 26, 2026
0.613Per-instance Top-1 Acc
12
Feb 26, 2026
94.1Per-class Accuracy (P-C)
11
Apr 1, 2026
88.66P-I
11
Apr 1, 2026
18.8Word Error Rate
11
Feb 26, 2026
79.64Per-class Acc
11
Apr 1, 2026
86.5Top-1 Accuracy
10
Feb 26, 2026
88.37Top-1 Accuracy
9
Apr 13, 2026
83.7Top-1 Acc
9
Feb 26, 2026
86.98Top-1 Accuracy (Per-instance)
9
Feb 26, 2026
99.97Accuracy
8
Apr 13, 2026
66.7Top-1 Accuracy
8
Jun 4, 2026
91.24Per-class Top-1 Acc
8
Feb 26, 2026
89.86Per-class Top-1 Acc
8
Feb 26, 2026
32.48Top-1 Accuracy
7
Jun 4, 2026
48.49Top-1 Accuracy
7
Feb 26, 2026