Instance Segmentation on COCO Robust-Seg 2017 (Synthetic Degradations)
51.3APRobustSAM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RobustSAMmode=Zero-shot, prompt=Bounding Box2024.06 | 51.3 | 31.92 | 44.16 | 55.18 | |
| HQ-SAM-Fmode=Zero-shot, prompt=Bounding Box2024.06 | 50.63 | 29.25 | 42.72 | 55.18 | |
| HQ-SAMmode=Zero-shot, prompt=Bounding Box2024.06 | 50.52 | 29.2 | 42.67 | 55.17 | |
| MW-Net-F+SAMmode=Zero-shot, prompt=Bounding Box, restoration_module=MW-Net-F2024.06 | 50.33 | 31.65 | 43.62 | 52.94 | |
| MW-Net+SAMmode=Zero-shot, prompt=Bounding Box, restoration_module=MW-Net2024.06 | 50.27 | 31.61 | 43.54 | 52.9 | |
| SAMmode=Zero-shot, prompt=Bounding Box2024.06 | 50.02 | 31.68 | 42.92 | 52.43 | |
| MPR-Net+SAMmode=Zero-shot, prompt=Bounding Box, restoration_module=MPR-Net2024.06 | 49.86 | 31.33 | 43.01 | 52.27 | |
| URIE+SAMmode=Zero-shot, prompt=Bounding Box, restoration_module=URIE2024.06 | 49.8 | 31.86 | 43.19 | 52.15 | |
| AirNet-F+SAMmode=Zero-shot, prompt=Bounding Box, restoration_module=AirNet-F2024.06 | 49.33 | 30.75 | 42.72 | 52.03 | |
| AirNet+SAMmode=Zero-shot, prompt=Bounding Box, restoration_module=AirNet2024.06 | 49.26 | 30.68 | 42.63 | 51.87 | |
| SwinIR-F+SAMmode=Zero-shot, prompt=Bounding Box, restoration_module=SwinIR-F2024.06 | 49.23 | 30.38 | 42.19 | 52.01 | |
| SwinIR+SAMmode=Zero-shot, prompt=Bounding Box, restoration_module=SwinIR2024.06 | 49.11 | 30.27 | 42.11 | 51.95 |