2D Weight-space Checkpoints
Bounding-box regression checkpoints for SIREN/ImageNet-Loc experiments.
| Checkpoint | Best epoch | Best val mean IoU | Best val IoU >= 0.5 |
|---|---|---|---|
dinov2_cls_cached-linear.pt |
9 | 0.4316 | 0.4518 |
dinov2_cls_cached-two_layer_64.pt |
13 | 0.4576 | 0.5005 |
dinov2_cls_cached-two_layer_512.pt |
3 | 0.4563 | 0.4959 |
dinov2_cls-two_layer_64.pt |
4 | 0.4559 | 0.4973 |
identity-linear.pt |
13 | 0.4013 | 0.3909 |
identity-two_layer_64.pt |
1 | 0.4022 | 0.3921 |
identity-two_layer_512.pt |
2 | 0.4037 | 0.3935 |
The dinov2_cls_cached-* models use frozen dinov2_vits14 CLS features cached from 224x224 SIREN renders. The identity-* models use flattened SIREN parameter stacks directly.