Interactive Segmentation on PartImageNet (val)
58IoU@1GraCo
Evaluation results
| Method | Links | |
|---|---|---|
| GraCoBackbone=ViT-L, Granularity guidance=AGG, Training Dataset=SBD2024.05 | 58 | |
| SAMBackbone=ViT-L, Best matching selection=true, Training Dataset=SA-1B2024.05 | 56 | |
| SAMBackbone=ViT-B, Best matching selection=true, Training Dataset=SA-1B2024.05 | 55 | |
| GraCoBackbone=ViT-B, Granularity guidance=AGG, Training Dataset=SBD2024.05 | 55 | |
| GraCoBackbone=ViT-L, Granularity guidance=GT, Training Dataset=SBD2024.05 | 55 | |
| SimpleClickBackbone=ViT-L, Fine-tuning utilizing part annotation=true, Training Dataset=SBD2024.05 | 54 | |
| GraCoBackbone=ViT-B, Granularity guidance=GT, Training Dataset=SBD2024.05 | 53 | |
| SimpleClickBackbone=ViT-B, Fine-tuning utilizing part annotation=true, Training Dataset=SBD2024.05 | 49 | |
| SAMBackbone=ViT-B, Best matching selection=false, Training Dataset=SA-1B2024.05 | 42 | |
| SAMBackbone=ViT-L, Best matching selection=false, Training Dataset=SA-1B2024.05 | 42 | |
| SimpleClickBackbone=ViT-L, Fine-tuning utilizing part annotation=false, Training Dataset=SBD2024.05 | 30 | |
| SimpleClickBackbone=ViT-B, Fine-tuning utilizing part annotation=false, Training Dataset=SBD2024.05 | 20 |