Unsupervised Object Segmentation on VOC
32.23FG-ARICODA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CODADecoder type=Diffusion decoders2026.01 | 32.23 | 55.38 | 61.32 | 50.77 | 56.3 | |
| SlotAdaptDecoder type=Diffusion decoders2026.01 | 29.6 | 51.5 | 51.9 | — | — | |
| DINOSAURDecoder type=Autoregressive decoders2026.01 | 24.8 | 44 | 51.2 | — | — | |
| DINOSAURDecoder type=MLP decoders2026.01 | 24.6 | 39.5 | 40.9 | — | — | |
| SPOT w/o ENSDecoder type=Autoregressive decoders2026.01 | 19.7 | 48.1 | 55.3 | 46.5 | — | |
| SPOT w/ ENSDecoder type=Autoregressive decoders2026.01 | 19.7 | 48.3 | 55.6 | 46.8 | — | |
| SlotDiffusionDecoder type=Diffusion decoders2026.01 | 17.8 | 50.4 | 55.3 | 44.9 | 49.3 | |
| SLATEDecoder type=Autoregressive decoders2026.01 | 15.6 | 35.9 | 41.5 | — | — | |
| SADecoder type=MLP decoders2026.01 | 12.3 | 24.6 | 24.9 | — | — |