Instance Clustering on ADE20k
43.1FG-ARIObject LeJEPA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Object LeJEPAPre-training Data=COCO, Encoder=ViT-Base, Patch Size=16 x 16, Feature State=frozen, Epochs=150, Mask Proposals=SAM 22026.07 | 43.1 | 35.5 | |
| DINOv3Pre-training Data=at scale, Encoder=ViT-B, Feature State=frozen2026.07 | 35.7 | 30 | |
| SlotMIMPre-training Data=COCO, Encoder=ViT-Base, Patch Size=16 x 16, Feature State=frozen, Epochs=8002026.07 | 34.7 | 27.7 | |
| SlotMIMPre-training Data=COCO, Encoder=ViT-Base, Patch Size=16 x 16, Feature State=frozen, Epochs=1502026.07 | 34.3 | 27.1 | |
| Image LeJEPAPre-training Data=COCO, Encoder=ViT-Base, Patch Size=16 x 16, Feature State=frozen, Epochs=1502026.07 | 28.5 | 22.9 |