Active Learning on ImageNet LT
49.3Coverage@5PF-MA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PF-MAdescriptor=DINOv22026.03 | 49.3 | 79 | 84.4 | |
| MAdescriptor=DINOv22026.03 | 42.3 | 73.6 | 80.4 | |
| MPdescriptor=DINOv22026.03 | 39.6 | 68.8 | 77.6 | |
| ALAMPdescriptor=DINOv22026.03 | 38.7 | 70 | 77.1 | |
| MP-Sdescriptor=DINOv22026.03 | 38.1 | 68.1 | 77.7 | |
| MP-Ddescriptor=DINOv22026.03 | 37.8 | 64.7 | 76 | |
| MA-Sdescriptor=DINOv22026.03 | 37.7 | 72.2 | 80.2 | |
| MPdescriptor=CLIP2026.03 | 36.8 | 71.3 | 82.1 | |
| PF-MAdescriptor=CLIP2026.03 | 36 | 77.3 | 86.1 | |
| MA-Ddescriptor=DINOv22026.03 | 35.5 | 65.3 | 75.1 | |
| MAdescriptor=CLIP2026.03 | 35.1 | 76 | 85.2 | |
| MP-Ddescriptor=CLIP2026.03 | 34.7 | 69.7 | 81.6 | |
| MP-Sdescriptor=CLIP2026.03 | 34 | 69.4 | 81.5 | |
| MA-Ddescriptor=CLIP2026.03 | 32.7 | 73.4 | 84.2 | |
| MA-Sdescriptor=CLIP2026.03 | 32.1 | 73.5 | 84.4 | |
| ALAMPdescriptor=CLIP2026.03 | 28.9 | 63.8 | 74.4 |