Segmentation on Robust-Seg (NDD20, STREETS, FSS-1000) Degrade 1.0
0.8195mIoURobustSAM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RobustSAMZero-shot=true, Prompt=Point2024.06 | 0.8195 | 97.78 | |
| HQ-SAM-FZero-shot=true, Prompt=Point, Fine-tuned=true2024.06 | 0.8082 | 96.2 | |
| HQ-SAMZero-shot=true, Prompt=Point2024.06 | 0.8079 | 96.17 | |
| AirNet-F+SAMZero-shot=true, Prompt=Point, Restoration=AirNet, Fine-tuned=true2024.06 | 0.7992 | 96.35 | |
| AirNet+SAMZero-shot=true, Prompt=Point, Restoration=AirNet2024.06 | 0.7988 | 96.29 | |
| SAMZero-shot=true, Prompt=Point2024.06 | 0.7981 | 95.55 | |
| MPR-Net+SAMZero-shot=true, Prompt=Point, Restoration=MPR-Net2024.06 | 0.7969 | 95.85 | |
| SwinIR-F+SAMZero-shot=true, Prompt=Point, Restoration=SwinIR, Fine-tuned=true2024.06 | 0.7956 | 95.53 | |
| SwinIR+SAMZero-shot=true, Prompt=Point, Restoration=SwinIR2024.06 | 0.7951 | 95.43 | |
| URIE+SAMZero-shot=true, Prompt=Point, Restoration=URIE2024.06 | 0.7904 | 95.93 | |
| MW-Net-F+SAMZero-shot=true, Prompt=Point, Restoration=MW-Net, Fine-tuned=true2024.06 | 0.7722 | 94.4 | |
| MW-Net+SAMZero-shot=true, Prompt=Point, Restoration=MW-Net2024.06 | 0.7713 | 94.32 |