Part Segmentation on COCO
19.32M2O mIoURATS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RATSBackbone=RATS-B/16, #Register=192, Pretraining=DINOv12026.06 | 19.32 | 19.6 | |
| RATSBackbone=RATS-S/16, #Register=96, Pretraining=DINOv12026.06 | 17.31 | 21.7 | |
| RATSBackbone=RATS-B/16, #Register=33, Pretraining=DINOv12026.06 | 16.89 | 21.1 | |
| RATSBackbone=RATS-B/16, #Register=12, Pretraining=DINOv12026.06 | 12.99 | 22 | |
| AdaSlotBackbone=ViT-B/16, #Register=332026.06 | 12.31 | 19.3 | |
| DINOv3Backbone=ViT-B/16, #Register=122026.06 | 10.49 | 12.3 | |
| DINOv1 (Mamba)Backbone=Mam.R-B/16, #Register=122026.06 | 10.07 | 12.8 | |
| RATSBackbone=RATS-S/16, #Register=6, Pretraining=DINOv12026.06 | 9.91 | 20.4 | |
| DINOv1Backbone=ViT-B/16, #Register=122026.06 | 8.55 | 7.9 | |
| DINOv1Backbone=ViT-S/16, #Register=62026.06 | 8.53 | 8.7 | |
| SPiTBackbone=ViT-B/16, #Register=122026.06 | 8.41 | 8.5 | |
| SPFormerBackbone=ViT-S/16, #Register=62026.06 | 8.37 | 11.5 | |
| DINOv3Backbone=ViT-S/16, #Register=62026.06 | 8.17 | 11.1 |