Active Learning on Cifar100 LT
56Coverage@5PF-MA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PF-MAdescriptor=DINOv22026.03 | 56 | 91.5 | 95.4 | |
| MAdescriptor=DINOv22026.03 | 50.2 | 83.8 | 89.9 | |
| ALAMPdescriptor=DINOv22026.03 | 47.1 | 83 | 89.2 | |
| MPdescriptor=DINOv22026.03 | 45.4 | 78.5 | 87.7 | |
| MA-Sdescriptor=DINOv22026.03 | 44.2 | 82.1 | 89.5 | |
| MP-Sdescriptor=DINOv22026.03 | 43.5 | 78.5 | 88.2 | |
| MP-Ddescriptor=DINOv22026.03 | 42.9 | 73.6 | 86 | |
| PF-MAdescriptor=CLIP2026.03 | 41.1 | 82.4 | 90.8 | |
| MPdescriptor=CLIP2026.03 | 41 | 77.3 | 87.5 | |
| MP-Ddescriptor=CLIP2026.03 | 40.9 | 77.4 | 88.1 | |
| MA-Ddescriptor=DINOv22026.03 | 40.7 | 74 | 84 | |
| MAdescriptor=CLIP2026.03 | 40.2 | 80.1 | 89 | |
| MA-Ddescriptor=CLIP2026.03 | 38.8 | 81.5 | 90.3 | |
| MP-Sdescriptor=CLIP2026.03 | 38.1 | 75.6 | 86.9 | |
| MA-Sdescriptor=CLIP2026.03 | 36.3 | 77.5 | 88 | |
| ALAMPdescriptor=CLIP2026.03 | 34.9 | 70.4 | 81.1 |