Image Classification on Cifar100 LT (F1 score)
86.4F1 ScoreALAMP
Evaluation results
| Method | Links | |
|---|---|---|
| ALAMPVisual Descriptor=DINOv2, AL Iterations=252026.03 | 86.4 | |
| MA-SVisual Descriptor=DINOv2, AL Iterations=252026.03 | 86.2 | |
| PF-MAVisual Descriptor=DINOv2, AL Iterations=152026.03 | 86.1 | |
| MAVisual Descriptor=DINOv2, AL Iterations=152026.03 | 86 | |
| MAVisual Descriptor=DINOv2, AL Iterations=252026.03 | 85.9 | |
| PF-MAVisual Descriptor=DINOv2, AL Iterations=252026.03 | 85.9 | |
| ALAMPVisual Descriptor=DINOv2, AL Iterations=152026.03 | 85.8 | |
| MA-SVisual Descriptor=DINOv2, AL Iterations=152026.03 | 85.8 | |
| MA-DVisual Descriptor=DINOv2, AL Iterations=252026.03 | 85.6 | |
| MA-DVisual Descriptor=DINOv2, AL Iterations=152026.03 | 85 | |
| MAVisual Descriptor=DINOv2, AL Iterations=52026.03 | 83 | |
| MA-SVisual Descriptor=DINOv2, AL Iterations=52026.03 | 81.6 | |
| PF-MAVisual Descriptor=DINOv2, AL Iterations=52026.03 | 81.4 | |
| ALAMPVisual Descriptor=DINOv2, AL Iterations=52026.03 | 80.6 | |
| MA-DVisual Descriptor=DINOv2, AL Iterations=52026.03 | 80.3 | |
| MP-SVisual Descriptor=DINOv2, AL Iterations=252026.03 | 74.6 | |
| MP-DVisual Descriptor=DINOv2, AL Iterations=252026.03 | 74.2 | |
| MPVisual Descriptor=DINOv2, AL Iterations=252026.03 | 73 | |
| MP-SVisual Descriptor=DINOv2, AL Iterations=152026.03 | 72.7 | |
| MP-DVisual Descriptor=DINOv2, AL Iterations=152026.03 | 72.5 | |
| MPVisual Descriptor=DINOv2, AL Iterations=152026.03 | 71 | |
| MP-SVisual Descriptor=DINOv2, AL Iterations=52026.03 | 66.6 | |
| PF-MAVisual Descriptor=CLIP, AL Iterations=152026.03 | 66.5 | |
| MAVisual Descriptor=CLIP, AL Iterations=152026.03 | 65.9 | |
| MA-SVisual Descriptor=CLIP, AL Iterations=152026.03 | 65.6 | |
| MA-SVisual Descriptor=CLIP, AL Iterations=252026.03 | 64.9 | |
| PF-MAVisual Descriptor=CLIP, AL Iterations=252026.03 | 64.9 | |
| MAVisual Descriptor=CLIP, AL Iterations=252026.03 | 64.8 | |
| MA-DVisual Descriptor=CLIP, AL Iterations=252026.03 | 64.8 | |
| ALAMPVisual Descriptor=CLIP, AL Iterations=252026.03 | 64.7 | |
| ALAMPVisual Descriptor=CLIP, AL Iterations=152026.03 | 64.4 | |
| MP-DVisual Descriptor=DINOv2, AL Iterations=52026.03 | 63.7 | |
| MA-DVisual Descriptor=CLIP, AL Iterations=152026.03 | 63.7 | |
| MAVisual Descriptor=CLIP, AL Iterations=52026.03 | 60.4 | |
| PF-MAVisual Descriptor=CLIP, AL Iterations=52026.03 | 60.1 | |
| MPVisual Descriptor=DINOv2, AL Iterations=52026.03 | 59.7 | |
| MA-SVisual Descriptor=CLIP, AL Iterations=52026.03 | 57 | |
| ALAMPVisual Descriptor=CLIP, AL Iterations=52026.03 | 56 | |
| MA-DVisual Descriptor=CLIP, AL Iterations=52026.03 | 51.7 | |
| MP-DVisual Descriptor=CLIP, AL Iterations=252026.03 | 49 | |
| MP-SVisual Descriptor=CLIP, AL Iterations=252026.03 | 47.2 | |
| MPVisual Descriptor=CLIP, AL Iterations=252026.03 | 45.6 | |
| MP-SVisual Descriptor=CLIP, AL Iterations=152026.03 | 44.5 | |
| MP-DVisual Descriptor=CLIP, AL Iterations=152026.03 | 43.8 | |
| MPVisual Descriptor=CLIP, AL Iterations=152026.03 | 43.1 | |
| MP-DVisual Descriptor=CLIP, AL Iterations=52026.03 | 35.8 | |
| MP-SVisual Descriptor=CLIP, AL Iterations=52026.03 | 32.5 | |
| MPVisual Descriptor=CLIP, AL Iterations=52026.03 | 25.8 |