Segmentation on Robust-Seg (NDD20, STREETS, FSS-1000) Average 1.0
82.16mIoURobustSAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RobustSAMZero-shot=true, Prompt=Point2024.06 | 82.16 | 97.8 | |
| HQ-SAM-FZero-shot=true, Prompt=Point, Fine-tuned=true2024.06 | 81.06 | 96.3 | |
| HQ-SAMZero-shot=true, Prompt=Point2024.06 | 81.02 | 96.25 | |
| AirNet-F+SAMZero-shot=true, Prompt=Point, Restoration=AirNet, Fine-tuned=true2024.06 | 80.83 | 96.4 | |
| AirNet+SAMZero-shot=true, Prompt=Point, Restoration=AirNet2024.06 | 80.08 | 96.37 | |
| SAMZero-shot=true, Prompt=Point2024.06 | 80 | 95.65 | |
| MPR-Net+SAMZero-shot=true, Prompt=Point, Restoration=MPR-Net2024.06 | 79.85 | 95.93 | |
| SwinIR-F+SAMZero-shot=true, Prompt=Point, Restoration=SwinIR, Fine-tuned=true2024.06 | 79.83 | 95.92 | |
| SwinIR+SAMZero-shot=true, Prompt=Point, Restoration=SwinIR2024.06 | 79.71 | 95.8 | |
| URIE+SAMZero-shot=true, Prompt=Point, Restoration=URIE2024.06 | 79.28 | 96.02 | |
| MW-Net-F+SAMZero-shot=true, Prompt=Point, Restoration=MW-Net, Fine-tuned=true2024.06 | 78.3 | 95.01 | |
| MW-Net+SAMZero-shot=true, Prompt=Point, Restoration=MW-Net2024.06 | 78.13 | 94.91 |