Classification on Places 205
59.1Top-1 AccTC-JEPA
Evaluation results
| Method | Links | |
|---|---|---|
| TC-JEPAViT=H/14, Protocol=linear probing2026.05 | 59.1 | |
| I-JEPAViT=H/14, Protocol=linear probing2026.05 | 58.4 | |
| StoPViT=H/14, Protocol=linear probing2026.05 | 58.4 | |
| TC-JEPAViT=B/16, Protocol=linear probing2026.05 | 56.9 | |
| OBOWEvaluation=Linear Classification, Feature=Frozen, Backbone=ResNet-502021.05 | 56.8 | |
| SwAV (m-c)Evaluation=Linear Classification, Feature=Frozen, Backbone=ResNet-502021.05 | 56.7 | |
| iBOTViT=B/16, Protocol=linear probing2026.05 | 56.7 | |
| DINOViT=B/16, Protocol=linear probing2026.05 | 55.2 | |
| MAEViT=H/14, Protocol=linear probing2026.05 | 55 | |
| data2vecViT=L/16, Protocol=linear probing2026.05 | 54.6 | |
| VICRegEvaluation=Linear Classification, Feature=Frozen, Backbone=ResNet-502021.05 | 54.3 | |
| Barlow TwinsEvaluation=Linear Classification, Feature=Frozen, Backbone=ResNet-502021.05 | 54.1 | |
| BYOLEvaluation=Linear Classification, Feature=Frozen, Backbone=ResNet-502021.05 | 54 | |
| SupervisedEvaluation=Linear Classification, Feature=Frozen, Backbone=ResNet-502021.05 | 53.2 | |
| SimCLREvaluation=Linear Classification, Feature=Frozen, Backbone=ResNet-502021.05 | 52.5 | |
| MoCo v2Evaluation=Linear Classification, Feature=Frozen, Backbone=ResNet-502021.05 | 51.8 | |
| PIRLEvaluation=Linear Classification, Feature=Frozen, Backbone=ResNet-502021.05 | 49.8 | |
| MoCoEvaluation=Linear Classification, Feature=Frozen, Backbone=ResNet-502021.05 | 46.9 |