Category Discovery on Stanford Cars
60.4Accuracy (All)
Ours-CLIP
Updated 4d ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
2026.03 | 60.4 | 90.6 | 45.8 | - | |
2026.03 | 60.4 | 90.6 | 45.8 | - | |
2026.03 | 56.6 | 90.3 | 40.4 | 389 | |
2026.03 | 56.6 | 90.3 | 40.4 | - | |
2026.03 | 53.5 | 74.2 | 43.6 | - | |
2026.03 | 53.5 | 74.2 | 43.6 | - | |
2026.04 | 53.1 | 79.1 | 40.5 | - | |
2026.04 | 49.9 | 72.4 | 39 | - | |
2026.03 | 49.3 | 74 | 37.4 | - | |
2026.03 | 46.4 | 78.1 | 31.1 | - | |
2026.03 | 46.4 | 78.1 | 31.1 | - | |
2026.03 | 46.3 | 78.3 | 30.8 | - | |
2026.03 | 46.3 | 78.3 | 30.8 | - | |
2026.03 | 42.9 | 78.1 | 25.9 | - | |
2026.03 | 42.9 | 78.1 | 25.9 | - | |
2026.03 | 42.3 | 79.5 | 24.4 | - | |
2026.03 | 37 | 68.1 | 22 | - | |
2026.03 | 37 | 68.1 | 22 | - | |
2026.03 | 36.7 | 57.2 | 26.8 | - | |
2026.03 | 36.2 | 54.2 | 27.4 | - | |
2026.03 | 36.2 | 54.2 | 27.4 | - | |
2026.04 | 34.8 | 62.7 | 21.3 | - | |
2026.03 | 33.4 | 58.4 | 21.3 | - | |
2026.03 | 33.4 | 58.4 | 21.3 | - | |
2026.03 | 33.4 | 58.4 | 21.3 | - | |
2026.04 | 33.4 | 58.4 | 21.3 | - | |
2026.03 | 32.6 | 59.8 | 19.4 | - | |
2026.03 | 32.4 | 46.2 | 25.7 | - | |
2026.03 | 32.1 | 63.3 | 16.9 | - | |
2026.03 | 32.1 | 63.3 | 16.9 | - | |
2026.04 | 32.1 | 63.3 | 16.9 | - | |
2026.03 | 31.8 | 65.4 | 15.6 | 709 | |
2026.03 | 31.5 | 64 | 15.8 | 762 | |
2026.03 | 31.3 | 61.9 | 16.8 | - | |
2026.03 | 31.3 | 61.9 | 16.8 | - | |
2026.03 | 31.3 | 61.9 | 16.8 | - | |
2026.04 | 31.3 | 61.9 | 16.8 | - | |
2026.03 | 30.5 | 59.3 | 16.5 | - | |
2026.03 | 30.5 | 59.3 | 16.5 | - | |
2026.04 | 30.5 | 59.3 | 16.5 | - | |
2026.03 | 28 | 49.1 | 17.7 | - | |
2026.03 | 28 | 49.1 | 17.7 | - | |
2026.04 | 28 | 49.1 | 17.7 | - | |
2026.03 | 27.5 | 52.5 | 15.4 | 896 | |
2026.03 | 26.2 | 46.6 | 16.3 | - | |
2026.03 | 26.2 | 46.6 | 16.3 | - | |
2026.03 | 26.2 | 46.6 | 16.3 | - | |
2026.04 | 26.2 | 46.6 | 16.3 | - | |
2026.04 | 24.6 | 34.8 | 19.6 | - | |
2026.03 | 24 | 41.6 | 15.4 | - | |
2026.03 | 24 | 45.8 | 13.6 | - | |
2026.03 | 24 | 41.6 | 15.4 | - | |
2026.04 | 24 | 45.8 | 13.6 | - | |
2026.04 | 24 | 41.6 | 15.4 | - | |
2026.03 | 21.9 | 46.8 | 9.9 | 2,953 | |
2026.03 | 20 | 38.8 | 10.6 | - | |
2026.04 | 20 | 38.8 | 10.6 | - | |
2026.03 | 18.6 | 36.9 | 9.7 | - | |
2026.04 | 18.6 | 36.9 | 9.7 | - | |
2026.03 | 18.3 | 26.2 | 14.5 | - | |
2026.03 | 17.1 | 24.4 | 13.6 | - | |
2026.03 | 17.1 | 24.4 | 13.6 | - | |
2026.04 | 17.1 | 24.4 | 13.6 | - | |
2026.03 | 16.2 | 23.3 | 12.8 | - | |
2026.03 | 14.8 | 19.9 | 12.3 | - | |
2026.03 | 14.8 | 19.9 | 12.3 | - | |
2026.04 | 14.8 | 19.9 | 12.3 | - | |
2026.03 | 14.4 | 23.9 | 9.8 | - | |
2026.03 | 14 | 23 | 9.7 | - | |
2026.03 | 14 | 23 | 9.7 | - | |
2026.04 | 14 | 23 | 9.7 | - |