Image Classification on Galaxy10 SDSS (in-domain pretraining)
81.42Top-1 AccuracyUR–JEPA(L_CGLT)
Evaluation results
| Method | Links | |
|---|---|---|
| UR–JEPA(L_CGLT)backbone=resnet18 lowres, params=11M, training=400 ep, seeds=32026.05 | 81.42 | |
| LeJEPAbackbone=resnet34, params=21M, training=400 ep2026.05 | 77.29 | |
| LeJEPAbackbone=convnextv2 nano, params=14M, training=400 ep2026.05 | 76.05 | |
| LeJEPAbackbone=resnet18, params=11M, training=400 ep2026.05 | 75.32 | |
| LeJEPAbackbone=swin tiny, params=27M, training=400 ep2026.05 | 74.89 | |
| LeJEPAbackbone=resnext26ts, params=8M, training=400 ep2026.05 | 73.78 | |
| IJEPA–IN22Kbackbone=ViT-H/14, params=630M, training=IN22K found.2026.05 | 62.93 |