Semi-Supervised Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
40.16Error Rate
16
Feb 26, 2026
7.08Error Rate
16
Feb 26, 2026
7.55Error Rate
16
Feb 26, 2026
15.65Error Rate
16
Feb 26, 2026
5.49Test Error
14
Feb 26, 2026
95Accuracy
12
Mar 16, 2026
71.2Top-1 Acc
8
Feb 26, 2026
0.35Time (s)
6
Jul 7, 2026
0.33Time (s)
6
Jul 7, 2026
28.6SSL Error Rate
5
Apr 23, 2026
31.2SSL Error
5
Apr 23, 2026
66.88Top-1 Acc (10%)
5
Feb 26, 2026
97.3Top-1 Acc (25%)
5
Feb 26, 2026
0.793Top-1 Acc (25%)
5
Feb 26, 2026
1.84Training Time (s)
4
Jul 7, 2026
49Pinwheel Acc
4
Mar 16, 2026
63.94Top-1 Acc
2
Feb 26, 2026
45.158Top-1 Acc
2
Feb 26, 2026