Generalized Category Discovery on FGVC-Aircraft
83.4Accuracy (All)
Hyp-SelEx
Updated 4d ago
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
2025.04 | 83.4 | 82 | 84.1 | |
2025.04 | 79.8 | 82.3 | 78.6 | |
2025.04 | 76.4 | 70.3 | 79.4 | |
2025.04 | 66.3 | 68.7 | 65.1 | |
2025.04 | 65.9 | 67.3 | 65.1 | |
2025.04 | 63.9 | 69.9 | 60.9 | |
2026.02 | 63 | 66.1 | 61.4 | |
2025.04 | 62.7 | 70 | 59 | |
2026.02 | 61.7 | 63.9 | 60.6 | |
2025.03 | 61.1 | 66.9 | 58.2 | |
2025.03 | 59.3 | 61.8 | 58.1 | |
2025.04 | 59.3 | 61.8 | 58.1 | |
2025.12 | 59.3 | 61.8 | 58.1 | |
2026.02 | 59.3 | 61.8 | 58.1 | |
2026.02 | 58.9 | 59.6 | 58.5 | |
2025.04 | 58.7 | 58.9 | 58.5 | |
2025.04 | 57.1 | 64.7 | 53.3 | |
2026.02 | 57.1 | 64.7 | 53.3 | |
2026.01 | 57 | 65 | 50.1 | |
2026.01 | 56.8 | 62.5 | 53.9 | |
2025.12 | 56.7 | 60.5 | 52.9 | |
2025.04 | 56.4 | 73.3 | 48.2 | |
2025.03 | 56.3 | 63.7 | 52.5 | |
2025.04 | 56.3 | 63.7 | 52.5 | |
2025.12 | 56.3 | 63.7 | 52.5 | |
2025.04 | 56 | 63.4 | 52.3 | |
2025.12 | 56 | 63.4 | 52.3 | |
| 55.6 | 59.2 | 53.8 | ||
2025.04 | 55.4 | 47.9 | 59.2 | |
2026.01 | 55.1 | 58.9 | 53.1 | |
2025.03 | 55 | 61.5 | 51.7 | |
2026.01 | 55 | 61.5 | 51.7 | |
2025.12 | 55 | 61.5 | 51.7 | |
2025.12 | 54.7 | 58.4 | 52.8 | |
2025.12 | 54.3 | 59.3 | 51.6 | |
2025.03 | 54.2 | 59.1 | 51.8 | |
2025.04 | 54.2 | 59.1 | 51.8 | |
2026.01 | 54.2 | 59.1 | 51.8 | |
2025.12 | 54.2 | 59.1 | 51.8 | |
2026.02 | 54.2 | 59.1 | 51.8 | |
2025.03 | 53.8 | 55.4 | 53 | |
2025.04 | 53.8 | 55.4 | 53 | |
2025.12 | 53.8 | 55.4 | 53 | |
2025.12 | 53.8 | 58 | 50.1 | |
2026.01 | 53.7 | 51.5 | 56 | |
2025.12 | 53.6 | 57.6 | 49.6 | |
2025.03 | 52.2 | 52.2 | 52.3 | |
2025.04 | 52.2 | 52.2 | 52.3 | |
2025.12 | 52.2 | 52.2 | 52.3 | |
2026.02 | 52.2 | 52.2 | 52.3 | |
2025.03 | 52 | 57.1 | 49.5 | |
2026.02 | 50.8 | 44.9 | 53.8 | |
2026.02 | 50 | 56.6 | 46.5 | |
2025.04 | 48.2 | 43.6 | 50.5 | |
2026.01 | 48.2 | 43.6 | 50.5 | |
2026.02 | 48.1 | 46.3 | 49 | |
2025.03 | 47.7 | 44.4 | 49.4 | |
2025.04 | 47.7 | 44.4 | 49.4 | |
2026.01 | 46.3 | 42.5 | 47.9 | |
2025.12 | 46.3 | 42.5 | 47.9 | |
2025.03 | 45 | 41.1 | 46.9 | |
2025.04 | 45 | 41.1 | 46.9 | |
2026.01 | 45 | 41.1 | 46.9 | |
2025.12 | 45 | 41.1 | 46.9 | |
2025.03 | 43.3 | 40.7 | 44.8 | |
2025.04 | 43.3 | 40.7 | 44.8 | |
2026.02 | 43.2 | 39.1 | 45.2 | |
2025.12 | 40.3 | 56.4 | 32.2 | |
2025.12 | 40.2 | 50.2 | 30.3 | |
2025.12 | 36.8 | 41.1 | 32.5 | |
2025.12 | 33.1 | 37.4 | 29.7 | |
2025.12 | 32.2 | 36.5 | 27.1 | |
2025.04 | 31.9 | 42.2 | 26.9 | |
2025.03 | 31.6 | 32 | 31.4 | |
2025.03 | 28.3 | 53.7 | 14.7 | |
2026.02 | 28.2 | 20.8 | 31.9 | |
2025.03 | 27.9 | 55.8 | 12.8 | |
2025.12 | 26.9 | 36.4 | 22.2 | |
2025.12 | 26 | 37.9 | 24.3 | |
2025.12 | 22 | 31.8 | 17.1 | |
2025.12 | 16 | 14.4 | 16.8 | |
2025.03 | 12.9 | 12.9 | 12.8 |