Object-Centric Segmentation on ClevrTex (test)
87.68FG-ARIModular IB
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Modular IB2026.07 | 87.68 | 58.88 | 59.12 | |
| MetaSlot2026.07 | 77.6 | 64.2 | 62.8 | |
| STEERINGDRLSteps=50, Sampler=DDIM, Backbone=Resnet34, IB Module=SlotAttention2026.07 | 74.39 | 68.31 | 69.69 | |
| STEERINGDRLSteps=200, Sampler=DDPM, Backbone=Resnet34, IB Module=SlotAttention2026.07 | 74.39 | 68.31 | 69.69 | |
| SLATE+2026.07 | 70.71 | 52.96 | 54.9 | |
| StableLSDSteps=200, Sampler=DDPM2026.07 | 64.41 | 62.52 | 63.93 | |
| SlotDiffusionSteps=50, Sampler=DDIM, Backbone=Resnet34, IB Module=SlotAttention2026.07 | 63.9 | 55.92 | 58.83 | |
| SLATEBackbone=Resnet34, IB Module=SlotAttention2026.07 | 61.39 | 55 | 56.4 |