Generalized Category Discovery
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
68.8Accuracy (All)
10
Feb 26, 2026
59.3All Performance
9
Feb 26, 2026
92.7Accuracy (All)
9
Feb 26, 2026
44.01All Categories Accuracy
9
Feb 26, 2026
50.87Overall Accuracy
9
Feb 26, 2026
52.36Overall Accuracy
9
Feb 26, 2026
81.8Accuracy (All)
8
Feb 26, 2026
97.1Acc (All)
8
Feb 26, 2026
0.863Accuracy (All)
8
Feb 26, 2026
54.62HRScore
7
May 12, 2026
51.66HRScore
7
May 12, 2026
72.3HR Score
7
May 12, 2026
59.78HR Score
7
May 12, 2026
52.85HRScore
7
May 12, 2026
2,910Class Count
7
Mar 10, 2026
93.2Accuracy (All)
7
Feb 26, 2026
75.9Accuracy (Label)
7
Feb 26, 2026
69.4Accuracy (Old Categories)
6
Feb 27, 2026
96.2Action Accuracy
6
Feb 27, 2026
45.25Accuracy
6
Feb 26, 2026
49.9Accuracy
6
Feb 26, 2026
44ACC (All)
6
Feb 26, 2026
37Accuracy (All)
6
Feb 26, 2026
47.8Texture Accuracy
5
Feb 27, 2026
86.9Action Accuracy
5
Feb 27, 2026