Generalized Category Discovery
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
85.1Action Acc
5
Feb 27, 2026
80.5Accuracy (All)
5
Feb 26, 2026
0.753Accuracy (All)
5
Feb 26, 2026
96.3Accuracy (All)
5
Feb 26, 2026
75.3Label Accuracy
5
Feb 26, 2026
56.7Old Score
4
Feb 27, 2026
62.4Accuracy (All)
4
Feb 26, 2026
58.75Accuracy (All)
3
Jul 7, 2026
62.94Accuracy (All)
3
Jul 7, 2026
67.31Accuracy (All Categories)
3
Jul 7, 2026
72.15Accuracy (All Categories)
3
Jul 7, 2026
79.99Accuracy (All Categories)
3
Jul 7, 2026
90.26Accuracy (All)
3
Jul 7, 2026
76.94Overall Accuracy
3
Jul 7, 2026
59.2Accuracy (All)
3
Feb 26, 2026
84.43Accuracy (All)
2
Jul 7, 2026
68.4Accuracy (All Categories)
2
Jul 7, 2026
44.75Accuracy
2
May 6, 2026
65.35Accuracy
2
May 6, 2026
37.57Accuracy
2
May 6, 2026
44.05Accuracy
2
May 6, 2026
84.5Overall Accuracy
2
Mar 23, 2026
57.1ACC (All)
2
Feb 26, 2026
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—Old Category Performance
0
Feb 26, 2026