Object-Centric Learning on COCO 2017
35MBO^iSPOT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SPOTEnsemble=true, Seeds=32023.12 | 35 | 44.7 | |
| SPOTEnsemble=false, Seeds=32023.12 | 34.7 | 44.3 | |
| DINOSAUREncoder=ViT-S/8, Decoder=Autoregressive2023.12 | 32.3 | 38.8 | |
| SlotDiffusion2023.12 | 31 | 35 | |
| Stable-LSD2023.12 | 30.4 | — | |
| SLATE2023.12 | 29.1 | 33.6 | |
| DINOSAUR-MLPEncoder=ViT-B/16, Decoder=MLP2023.12 | 27.7 | 30.9 | |
| SA2023.12 | 17.2 | 19.2 |