Interactive Segmentation on GrabCut (test)
94IoU@1SAM
Evaluation results
| Method | Links | |
|---|---|---|
| SAMBackbone=ViT-L, Best matching selection=true, Training Dataset=SA-1B2024.05 | 94 | |
| GraCoBackbone=ViT-L, Granularity guidance=AGG, Training Dataset=SBD2024.05 | 93 | |
| SimpleClickBackbone=ViT-L, Fine-tuning utilizing part annotation=false, Training Dataset=SBD2024.05 | 91 | |
| SimpleClickBackbone=ViT-B, Fine-tuning utilizing part annotation=false, Training Dataset=SBD2024.05 | 90 | |
| SAMBackbone=ViT-B, Best matching selection=true, Training Dataset=SA-1B2024.05 | 90 | |
| GraCoBackbone=ViT-B, Granularity guidance=AGG, Training Dataset=SBD2024.05 | 89 | |
| GraCoBackbone=ViT-B, Granularity guidance=GT, Training Dataset=SBD2024.05 | 86 | |
| GraCoBackbone=ViT-L, Granularity guidance=GT, Training Dataset=SBD2024.05 | 81 | |
| SAMBackbone=ViT-L, Best matching selection=false, Training Dataset=SA-1B2024.05 | 61 | |
| SAMBackbone=ViT-B, Best matching selection=false, Training Dataset=SA-1B2024.05 | 55 | |
| SimpleClickBackbone=ViT-L, Fine-tuning utilizing part annotation=true, Training Dataset=SBD2024.05 | 48 | |
| SimpleClickBackbone=ViT-B, Fine-tuning utilizing part annotation=true, Training Dataset=SBD2024.05 | 47 |