Segmentation on Robust-Seg (NDD20, STREETS, FSS-1000) Clear 1.0
85.29IoURobustSAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RobustSAMZero-shot=true, Prompt=Point2024.06 | 85.29 | 98.17 | |
| HQ-SAM-FZero-shot=true, Prompt=Point, Fine-tuned=true2024.06 | 84.52 | 97.6 | |
| HQ-SAMZero-shot=true, Prompt=Point2024.06 | 84.48 | 97.56 | |
| AirNet-F+SAMZero-shot=true, Prompt=Point, Restoration=AirNet, Fine-tuned=true2024.06 | 83.16 | 97.6 | |
| AirNet+SAMZero-shot=true, Prompt=Point, Restoration=AirNet2024.06 | 83.12 | 97.52 | |
| SAMZero-shot=true, Prompt=Point2024.06 | 82.95 | 97.07 | |
| URIE+SAMZero-shot=true, Prompt=Point, Restoration=URIE2024.06 | 82.88 | 97.4 | |
| SwinIR-F+SAMZero-shot=true, Prompt=Point, Restoration=SwinIR, Fine-tuned=true2024.06 | 82.55 | 97.13 | |
| MPR-Net+SAMZero-shot=true, Prompt=Point, Restoration=MPR-Net2024.06 | 82.27 | 97.12 | |
| SwinIR+SAMZero-shot=true, Prompt=Point, Restoration=SwinIR2024.06 | 82.1 | 97.01 | |
| MW-Net-F+SAMZero-shot=true, Prompt=Point, Restoration=MW-Net, Fine-tuned=true2024.06 | 81.92 | 97.01 | |
| MW-Net+SAMZero-shot=true, Prompt=Point, Restoration=MW-Net2024.06 | 81.83 | 96.92 |