Open Access
Table C.1
Performance vs fine-tuned layers
| Backbone Name | Fine-tuned Layers | MB error | MB F1 |
|---|---|---|---|
| DINO Resnet | 0 | 0.09 ± 0.01 | 0.92 ± 0.01 |
| 1 | 0.07 ± 0.01 | 0.93 ± 0.01 | |
| 2 | 0.08 ± 0.01 | 0.92 ± 0.01 | |
| 3 | 0.09 ± 0.01 | 0.92 ± 0.01 | |
| 4 | 0.07 ± 0.00 | 0.93 ± 0.00 | |
| 5 | 0.08 ± 0.01 | 0.92 ± 0.01 | |
| 6 | 0.09 ± 0.00 | 0.91 ± 0.01 | |
| 7 | 0.08 ± 0.00 | 0.93 ± 0.00 | |
| 8 | 0.07 ± 0.00 | 0.93 ± 0.00 | |
| 9 | 0.09 ± 0.01 | 0.92 ± 0.01 | |
| GZ2 MoCo | 0 | 0.09 ± 0.00 | 0.91 ± 0.00 |
| 1 | 0.08 ± 0.00 | 0.93 ± 0.00 | |
| 2 | 0.09 ± 0.01 | 0.92 ± 0.01 | |
| 3 | 0.10 ± 0.00 | 0.91 ± 0.00 | |
| 4 | 0.09 ± 0.01 | 0.92 ± 0.00 | |
| 5 | 0.09 ± 0.01 | 0.92 ± 0.00 | |
| 6 | 0.09 ± 0.00 | 0.92 ± 0.00 | |
| 7 | 0.08 ± 0.01 | 0.93 ± 0.01 | |
| 8 | 0.08 ± 0.00 | 0.93 ± 0.00 | |
| 9 | 0.08 ± 0.01 | 0.93 ± 0.01 | |
| RGZ BYOL | 0 | 0.06 ± 0.00 | 0.95 ± 0.00 |
| 1 | 0.06 ± 0.01 | 0.94 ± 0.00 | |
| 2 | 0.06 ± 0.00 | 0.95 ± 0.00 | |
| 3 | 0.06 ± 0.00 | 0.94 ± 0.00 | |
| 4 | 0.07 ± 0.01 | 0.94 ± 0.01 | |
| 5 | 0.07 ± 0.01 | 0.94 ± 0.01 | |
| 6 | 0.06 ± 0.00 | 0.95 ± 0.00 | |
| 7 | 0.06 ± 0.01 | 0.94 ± 0.01 | |
| 8 | 0.06 ± 0.00 | 0.95 ± 0.00 | |
| 9 | 0.06 ± 0.00 | 0.94 ± 0.00 | |
| MGCLS Resnet | 0 | 0.08 ± 0.01 | 0.93 ± 0.01 |
| 1 | 0.07 ± 0.01 | 0.94 ± 0.01 | |
| 2 | 0.09 ± 0.01 | 0.92 ± 0.01 | |
| 3 | 0.09 ± 0.00 | 0.92 ± 0.00 | |
| 4 | 0.08 ± 0.01 | 0.93 ± 0.01 | |
| 5 | 0.07 ± 0.00 | 0.94 ± 0.00 | |
| 6 | 0.06 ± 0.01 | 0.94 ± 0.01 | |
| 7 | 0.08 ± 0.00 | 0.93 ± 0.00 | |
| 8 | 0.08 ± 0.01 | 0.92 ± 0.01 | |
| 9 | 0.07 ± 0.00 | 0.94 ± 0.00 | |
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