Part Segmentation on ADE20K
30.77M2O mIoURATS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RATSBackbone=RATS-B/16, #Register=192, Pretraining=DINOv12026.06 | 30.77 | 19.6 | |
| RATSBackbone=RATS-B/16, #Register=33, Pretraining=DINOv12026.06 | 27.52 | 21.1 | |
| RATSBackbone=RATS-S/16, #Register=96, Pretraining=DINOv12026.06 | 26.98 | 21.7 | |
| AdaSlotBackbone=ViT-B/16, #Register=332026.06 | 23.87 | 19.3 | |
| RATSBackbone=RATS-B/16, #Register=12, Pretraining=DINOv12026.06 | 21.45 | 22 | |
| DINOv1 (Mamba)Backbone=Mam.R-B/16, #Register=122026.06 | 18.95 | 12.8 | |
| DINOv3Backbone=ViT-B/16, #Register=122026.06 | 18.46 | 12.3 | |
| RATSBackbone=RATS-S/16, #Register=6, Pretraining=DINOv12026.06 | 17.02 | 20.4 | |
| DINOv1Backbone=ViT-B/16, #Register=122026.06 | 15.87 | 7.9 | |
| DINOv1Backbone=ViT-S/16, #Register=62026.06 | 15.43 | 8.7 | |
| SPFormerBackbone=ViT-S/16, #Register=62026.06 | 14.65 | 11.5 | |
| DINOv3Backbone=ViT-S/16, #Register=62026.06 | 13.69 | 11.1 | |
| SPiTBackbone=ViT-B/16, #Register=122026.06 | 12.89 | 8.5 |