Instance-level patch prediction on ADE20k (val)
91.5AccuracyObject LeJEPA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Object LeJEPAEncoder=Object LeJEPA, Probe=Quadratic probe2026.07 | 91.5 | 95.4 | |
| DINOv3Encoder=DINOv3, Probe=Quadratic probe2026.07 | 91.4 | 95.7 | |
| SlotMIMEncoder=SlotMIM, Training duration=800 epochs, Probe=Quadratic probe2026.07 | 89.4 | 93.8 | |
| SlotMIMEncoder=SlotMIM, Probe=Quadratic probe2026.07 | 89 | 93.1 | |
| Image LeJEPAEncoder=Image LeJEPA, Probe=Quadratic probe2026.07 | 87.7 | 91.4 |