Semi-supervised Image Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
77.3Top-1 Acc
49
Feb 26, 2026
0.613Accuracy
48
Feb 26, 2026
95.77Accuracy
40
May 26, 2026
98.18Accuracy
40
May 26, 2026
81.23Accuracy
39
May 26, 2026
79Top-1 Accuracy
32
Feb 26, 2026
0.008Test Error
31
Feb 26, 2026
77.92Top-1 Acc
23
Feb 26, 2026
95.94Top-1 Accuracy
22
Feb 26, 2026
78.5Top-5 Acc (1%)
16
Feb 27, 2026
13.1Test Error
14
Feb 26, 2026
0.456Error Rate
12
Feb 26, 2026
13.9Error Rate
12
Feb 26, 2026
55Top-1 Acc
9
Feb 26, 2026
49.5Top-1 Acc
8
Feb 26, 2026
0.699Top-1 Accuracy
8
Feb 26, 2026
94.33Accuracy
8
Feb 26, 2026
84.67Accuracy
8
Feb 26, 2026
98.53Accuracy
6
Jun 17, 2026
95.4Accuracy
6
Feb 26, 2026
94.6Accuracy
6
Feb 26, 2026
0.714Accuracy
6
Feb 26, 2026
79.2Accuracy
6
Feb 26, 2026
82.25Accuracy (%)
5
Jun 17, 2026
99.73Accuracy
5
Jun 17, 2026