Part Segmentation on IN-S919
75.39M2O mIoURATS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RATSBackbone=RATS-B/16, #Register=192, Pretraining=DINOv12026.06 | 75.39 | 19.6 | |
| RATSBackbone=RATS-B/16, #Register=33, Pretraining=DINOv12026.06 | 73.62 | 21.1 | |
| RATSBackbone=RATS-S/16, #Register=96, Pretraining=DINOv12026.06 | 73.18 | 21.7 | |
| RATSBackbone=RATS-B/16, #Register=12, Pretraining=DINOv12026.06 | 67.89 | 22 | |
| RATSBackbone=RATS-S/16, #Register=6, Pretraining=DINOv12026.06 | 58.84 | 20.4 | |
| DINOv3Backbone=ViT-B/16, #Register=122026.06 | 56.43 | 12.3 | |
| DINOv1 (Mamba)Backbone=Mam.R-B/16, #Register=122026.06 | 55.54 | 12.8 | |
| AdaSlotBackbone=ViT-B/16, #Register=332026.06 | 54.83 | 19.3 | |
| SPiTBackbone=ViT-B/16, #Register=122026.06 | 53.47 | 8.5 | |
| SPFormerBackbone=ViT-S/16, #Register=62026.06 | 51.92 | 11.5 | |
| DINOv3Backbone=ViT-S/16, #Register=62026.06 | 50.25 | 11.1 | |
| DINOv1Backbone=ViT-S/16, #Register=62026.06 | 48.28 | 8.7 | |
| DINOv1Backbone=ViT-B/16, #Register=122026.06 | 46.94 | 7.9 |