Open Access
Table B.1
Results of evaluation tasks from Section 4
| Backbone Name | MGCLS MSE | MIGHTEE MSE | MB error | MB F1 | MFR error | MFR F1 | RGD Accuracy |
|---|---|---|---|---|---|---|---|
| DINOv2 ViTG | 59.08 ± 0.07 | 32.79 ± 0.00 | 0.07 | 0.94 | 0.33 | 0.72 ± 0.00 | - |
| DINO Resnet | 51.34 ± 0.06 | 41.39 ± 0.19 | 0.11 | 0.90 | 0.27 | 0.75 ± 0.00 | 0.76 ± 0.01 |
| GZ2 MoCo | 107.98 ± 0.29 | 47.10 ± 0.07 | 0.06 | 0.94 | 0.54 | 0.48 ± 0.00 | 0.70 ± 0.01 |
| RGZ BYOL | 76.39 ± 0.21 | 47.24 ± 0.08 | 0.11 | 0.89 | 0.42 | 0.59 ± 0.00 | 0.79 ± 0.02 |
| MGCLS Resnet | 49.19 ± 0.06 | 37.73 ± 0.01 | 0.10 | 0.90 | 0.22 | 0.75 ± 0.01 | 0.80 ± 0.00 |
| MGCLS ViTS | 39.98 ± 0.05 | 23.14 ± 0.01 | 0.15 | 0.86 | 0.32 | 0.74 ± 0.00 | 0.68 ± 0.01 |
| DeCALS BYOL | - | - | 0.15 | 0.85 | - | - | |
| RGZ VDVAE | - | - | 0.27 | - | - | - | - |
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