Nighttime Flare Removal on Flare7K++ (test)
28.092PSNRSLCFormer
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SLCFormerSupervision=Full, Training Data=Full Flare7Kpp2026.05 | 28.092 | 90.5 | 0.04 | 24.497 | 23.287 | |
| SGSFTSupervision=Full, Training Data=Full Flare7Kpp2026.05 | 28.077 | 90.4 | 0.0416 | 24.477 | 23.305 | |
| DeflareMambaSupervision=Full, Training Data=Full Flare7Kpp2026.05 | 27.789 | 89.9 | 0.0449 | 24.406 | 22.378 | |
| Flare-FreeSupervision=Full, Training Data=Full Flare7Kpp2026.05 | 27.662 | 89.7 | 0.0422 | 23.987 | 22.847 | |
| UformerSupervision=Full, Training Data=Full Flare7Kpp2026.05 | 27.633 | 89.4 | 0.0428 | 23.949 | 22.603 | |
| Semi-LARSupervision=Semi-Sup., Training Data=8K labeled + 8K unlabeled2026.05 | 27.62 | 89.7 | 0.0493 | 24.276 | 22.686 | |
| SGSFTSupervision=Limited-Sup., Training Data=8K labeled2026.05 | 27.601 | 89.6 | 0.0497 | 24.201 | 22.665 | |
| RestormerSupervision=Full, Training Data=Full Flare7Kpp2026.05 | 27.597 | 89.7 | 0.0447 | 23.828 | 22.452 | |
| HINetSupervision=Full, Training Data=Full Flare7Kpp2026.05 | 27.548 | 89.2 | 0.0464 | 24.081 | 22.907 | |
| SLCFormerSupervision=Limited-Sup., Training Data=8K labeled2026.05 | 27.301 | 88.9 | 0.0477 | 23.92 | 22.052 | |
| Flare-FreeSupervision=Limited-Sup., Training Data=8K labeled2026.05 | 27.24 | 88.6 | 0.0472 | 23.564 | 22.305 | |
| U-NetSupervision=Full, Training Data=Full Flare7Kpp2026.05 | 27.189 | 89.4 | 0.0452 | 23.527 | 22.647 | |
| Flare7kSupervision=Full, Training Data=Full Flare7K2026.05 | 26.978 | 89 | 0.0466 | 23.828 | 21.563 | |
| ZhouSupervision=Full, Training Data=Previous Data2026.05 | 25.149 | 88.3 | 0.0576 | 22.053 | 17.865 | |
| SFSNiDSupervision=Semi-Sup., Training Data=8K labeled + 8K unlabeled2026.05 | 24.992 | 86 | 0.0446 | 23.178 | 21.52 | |
| WuSupervision=Full, Training Data=Previous Data2026.05 | 24.613 | 87.1 | 0.0598 | 21.772 | 16.728 |