Object Discovery on PASCAL VOC 2012 (test)
36CorLocObject-DINO
Evaluation results
| Method | Links | |
|---|---|---|
| Object-DINOModel=Dino-V3 [24]2026.03 | 36 | |
| VINOEpochs=100, Pre-train=WT-Venice, Backbone=ViT-S/162026.03 | 34.8 | |
| iBOTEpochs=100, Pre-train=WT-Venice, Backbone=ViT-S/162026.03 | 33.9 | |
| DoRAEpochs=100, Pre-train=WT-All, Backbone=ViT-S/162026.03 | 33.7 | |
| Object-DINOModel=Dino-V2 [20]2026.03 | 30.7 | |
| DoRAEpochs=100, Pre-train=WT-Venice, Backbone=ViT-S/162026.03 | 30.4 | |
| TokenCutModel=Dino-V3 [24]2026.03 | 30.3 | |
| DINOv2Epochs=100, Pre-train=WT-Venice, Backbone=ViT-S/162026.03 | 27.5 | |
| DINOEpochs=100, Pre-train=WT-Venice, Backbone=ViT-S/162026.03 | 24.8 | |
| PooDLeEpochs=100, Pre-train=WT-Venice, Backbone=ViT-S/162026.03 | 22.6 | |
| TokenCutModel=Dino-V2 [20]2026.03 | 18.3 |