Object Discovery on COCO (val)
47.5FG-ARICTRL-O
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CTRL-OApproach=Weakly Supervised, Training Data=COCO2025.03 | 47.5 | 27.2 | — | — | |
| CTRL-OSupervision=Weakly-Supervised2026.01 | 47.5 | — | 27.2 | — | |
| STORMSupervision=Weakly-Supervised2026.01 | 44.1 | — | 27.8 | 36.6 | |
| DINOSAUR (MLP Dec.)Approach=Unsupervised, Decoder=MLP2025.03 | 40.5 | 27.7 | — | — | |
| DINOSAURSupervision=Unsupervised2026.01 | 40.3 | — | 27.7 | 30.9 | |
| SlotDiffusionApproach=Unsupervised2025.03 | 37.3 | 31.4 | — | — | |
| Slot-DiffusionSupervision=Unsupervised2026.01 | 37.2 | — | 31 | 35 | |
| SPOTSupervision=Unsupervised2026.01 | 37 | — | 35 | 44.7 | |
| Stable-LSDApproach=Unsupervised2025.03 | 35 | 30.4 | — | — | |
| Stable-LSDSupervision=Unsupervised2026.01 | 35 | — | 30.4 | — | |
| DINOSAUR (TF. Dec.)Approach=Unsupervised, Decoder=Transformer2025.03 | 34.1 | 31.6 | — | — | |
| Stable-LSD (Bbox Supervision)Approach=Weakly Supervised, Supervision=Bounding Box2025.03 | — | 30.3 | — | — |