Image Classification on ImageNet-LT (F1 Score)
73.5F1 ScoreMA
Evaluation results
| Method | Links | |
|---|---|---|
| MAVisual Descriptor=DINOv2, AL Iterations=252026.03 | 73.5 | |
| MA-SVisual Descriptor=DINOv2, AL Iterations=252026.03 | 73.5 | |
| MA-DVisual Descriptor=DINOv2, AL Iterations=252026.03 | 73.4 | |
| PF-MAVisual Descriptor=DINOv2, AL Iterations=252026.03 | 73 | |
| MAVisual Descriptor=DINOv2, AL Iterations=152026.03 | 72.7 | |
| MA-SVisual Descriptor=DINOv2, AL Iterations=152026.03 | 72.5 | |
| MA-DVisual Descriptor=DINOv2, AL Iterations=152026.03 | 72.3 | |
| PF-MAVisual Descriptor=DINOv2, AL Iterations=152026.03 | 72.3 | |
| ALAMPVisual Descriptor=DINOv2, AL Iterations=252026.03 | 72.2 | |
| ALAMPVisual Descriptor=DINOv2, AL Iterations=152026.03 | 70.9 | |
| MAVisual Descriptor=DINOv2, AL Iterations=52026.03 | 67.5 | |
| PF-MAVisual Descriptor=DINOv2, AL Iterations=52026.03 | 67 | |
| MA-SVisual Descriptor=DINOv2, AL Iterations=52026.03 | 66.7 | |
| MA-DVisual Descriptor=DINOv2, AL Iterations=52026.03 | 66.1 | |
| ALAMPVisual Descriptor=DINOv2, AL Iterations=52026.03 | 64.6 | |
| MP-SVisual Descriptor=DINOv2, AL Iterations=252026.03 | 63.2 | |
| MP-DVisual Descriptor=DINOv2, AL Iterations=252026.03 | 63.2 | |
| MP-SVisual Descriptor=DINOv2, AL Iterations=152026.03 | 63.1 | |
| MPVisual Descriptor=DINOv2, AL Iterations=152026.03 | 63 | |
| MPVisual Descriptor=DINOv2, AL Iterations=252026.03 | 63 | |
| MP-DVisual Descriptor=DINOv2, AL Iterations=152026.03 | 62.4 | |
| MAVisual Descriptor=CLIP, AL Iterations=252026.03 | 59.3 | |
| MA-SVisual Descriptor=CLIP, AL Iterations=252026.03 | 59.3 | |
| MP-SVisual Descriptor=DINOv2, AL Iterations=52026.03 | 59 | |
| MAVisual Descriptor=CLIP, AL Iterations=152026.03 | 59 | |
| MA-DVisual Descriptor=CLIP, AL Iterations=252026.03 | 58.9 | |
| PF-MAVisual Descriptor=CLIP, AL Iterations=152026.03 | 58.7 | |
| MA-SVisual Descriptor=CLIP, AL Iterations=152026.03 | 58.4 | |
| PF-MAVisual Descriptor=CLIP, AL Iterations=252026.03 | 58.3 | |
| ALAMPVisual Descriptor=CLIP, AL Iterations=252026.03 | 58 | |
| MP-DVisual Descriptor=DINOv2, AL Iterations=52026.03 | 57.9 | |
| MPVisual Descriptor=DINOv2, AL Iterations=52026.03 | 57.3 | |
| MA-DVisual Descriptor=CLIP, AL Iterations=152026.03 | 57.1 | |
| ALAMPVisual Descriptor=CLIP, AL Iterations=152026.03 | 56 | |
| PF-MAVisual Descriptor=CLIP, AL Iterations=52026.03 | 50.5 | |
| MAVisual Descriptor=CLIP, AL Iterations=52026.03 | 50.4 | |
| MA-SVisual Descriptor=CLIP, AL Iterations=52026.03 | 47.6 | |
| ALAMPVisual Descriptor=CLIP, AL Iterations=52026.03 | 45 | |
| MA-DVisual Descriptor=CLIP, AL Iterations=52026.03 | 43.7 | |
| MP-DVisual Descriptor=CLIP, AL Iterations=252026.03 | 43.4 | |
| MP-SVisual Descriptor=CLIP, AL Iterations=252026.03 | 42.7 | |
| MPVisual Descriptor=CLIP, AL Iterations=252026.03 | 41.6 | |
| MP-SVisual Descriptor=CLIP, AL Iterations=152026.03 | 38.7 | |
| MP-DVisual Descriptor=CLIP, AL Iterations=152026.03 | 38.3 | |
| MPVisual Descriptor=CLIP, AL Iterations=152026.03 | 37.8 | |
| MP-DVisual Descriptor=CLIP, AL Iterations=52026.03 | 24.5 | |
| MP-SVisual Descriptor=CLIP, AL Iterations=52026.03 | 24.1 | |
| MPVisual Descriptor=CLIP, AL Iterations=52026.03 | 18.7 |