On-the-fly Category Discovery
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
2,953Number of Classes Found
7
Apr 14, 2026
2,146# Classes
7
Apr 14, 2026
39.9Accuracy (All Categories)
5
Feb 26, 2026
40.3Accuracy (All)
5
Feb 26, 2026
37Accuracy (All)
5
Feb 26, 2026
31.4Accuracy (All)
5
Feb 26, 2026
29.1Accuracy (All)
5
Feb 26, 2026
48.3Accuracy (All)
5
Feb 26, 2026