Open-world semi-supervised learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
73.32Overall Accuracy
40
Feb 26, 2026
93.5Overall Accuracy
28
Feb 26, 2026
96.8Accuracy (Seen)
25
Feb 26, 2026
74.1Known Accuracy
16
Feb 26, 2026
89.1Seen Accuracy
16
Feb 26, 2026
66.9Seen Accuracy
16
Feb 26, 2026
89.9Seen Accuracy
13
Feb 26, 2026
95.3Accuracy (Known)
11
May 1, 2026
95.7Known Accuracy
9
Feb 26, 2026
89.6Known Acc
7
Feb 26, 2026
98.4Known Accuracy
6
May 1, 2026
95.5Known Accuracy
6
May 1, 2026
83.7Known Accuracy
6
May 1, 2026
58.3Known Accuracy
5
Feb 26, 2026
59.1Seen Accuracy
4
Feb 26, 2026
89.5Seen Accuracy
4
Feb 26, 2026
89.1Seen Accuracy
4
Feb 26, 2026