Isolated Sign Language Recognition
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
93.26Per-instance Top-1 Acc
49
Jun 30, 2026
68.29P-I
30
Jun 30, 2026
78.44Top-1 Accuracy (Instance)
28
Feb 26, 2026
76.97Per-class Top-1 Acc
25
Feb 26, 2026
94.02Per-class Top-1 Acc
24
Feb 26, 2026
72.3Top-1 Acc
24
Feb 26, 2026
83.6Top-1 Acc
24
Feb 26, 2026
91.56Top-1 Acc (Class)
23
Feb 26, 2026
64.54Per-instance Top-1 Acc
15
Apr 1, 2026
98.7Top-1 Acc
14
Feb 26, 2026
97.4Top-1 Acc
10
Feb 26, 2026
55.59Per-instance Top-1 Acc
9
Feb 26, 2026
70.77Top-1 Acc (Class)
8
Feb 26, 2026
97.5Recognition Rate
8
Feb 26, 2026
91Accuracy
7
Mar 11, 2026
97Accuracy
6
Mar 11, 2026
30.6Accuracy
5
Feb 26, 2026
97.8Accuracy
5
Feb 26, 2026
0.957Accuracy
5
Feb 26, 2026
63.9Accuracy
5
Feb 26, 2026
95.4Accuracy
5
Mar 9, 2026
95.02Accuracy
5
Feb 26, 2026
93.5Accuracy
5
Feb 26, 2026
0.784Top-1 Accuracy (Instance)
4
Feb 26, 2026
93.86Top-1 Acc
4
Feb 26, 2026