Active Learning on PlantNet300K
29.8Coverage@5PF-MA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PF-MAdescriptor=DINOv22026.03 | 29.8 | 60.4 | 68.4 | |
| MP-Ddescriptor=DINOv22026.03 | 29.4 | 54.2 | 63.9 | |
| MPdescriptor=DINOv22026.03 | 29 | 53.7 | 62.8 | |
| MA-Ddescriptor=DINOv22026.03 | 28.4 | 58.8 | 67.9 | |
| MAdescriptor=DINOv22026.03 | 28.2 | 59 | 67.8 | |
| MP-Sdescriptor=DINOv22026.03 | 27 | 52.3 | 62.5 | |
| MA-Sdescriptor=DINOv22026.03 | 25.7 | 57 | 67.1 | |
| ALAMPdescriptor=DINOv22026.03 | 23.5 | 51.4 | 60.5 | |
| MPdescriptor=CLIP2026.03 | 21.2 | 45.6 | 56.5 | |
| PF-MAdescriptor=CLIP2026.03 | 20.4 | 48.8 | 59.6 | |
| MAdescriptor=CLIP2026.03 | 20.3 | 48.7 | 59.6 | |
| MP-Ddescriptor=CLIP2026.03 | 19.8 | 44.7 | 56.3 | |
| MA-Ddescriptor=CLIP2026.03 | 19.3 | 48 | 59.5 | |
| MP-Sdescriptor=CLIP2026.03 | 19.3 | 43.5 | 55.2 | |
| MA-Sdescriptor=CLIP2026.03 | 18.8 | 46.5 | 58.3 | |
| ALAMPdescriptor=CLIP2026.03 | 14.8 | 31.8 | 40.6 |