Veiling glare removal on Realworld-SL (test)
0.607CLIPIQADeVeiler
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DeVeilerPipeline Category=Domain Adaptation Pipeline, Pre-trained status=Proposed method2025.11 | 0.607 | 3.987 | 4.448 | |
| SwinIR+DiffDehazePipeline Category=Cascaded Pipeline, Pre-trained status=Pre-trained model used2025.11 | 0.573 | 3.679 | 6.141 | |
| SwinIR+Flare7K++Pipeline Category=Cascaded Pipeline, Pre-trained status=Pre-trained model used2025.11 | 0.459 | 3.528 | 5.622 | |
| CycleGANPipeline Category=Domain Adaptation Pipeline, Pre-trained status=Retrained2025.11 | 0.451 | 2.961 | 5.3 | |
| SwinIRPipeline Category=Single Degradation Pipeline, Pre-trained status=Retrained2025.11 | 0.424 | 3.518 | 5.71 | |
| DiffDehazePipeline Category=Domain Adaptation Pipeline, Pre-trained status=Retrained2025.11 | 0.406 | 3.982 | 6.476 | |
| QDMRPipeline Category=Domain Adaptation Pipeline, Pre-trained status=Retrained2025.11 | 0.405 | 3.864 | 4.773 | |
| DiffBIRPipeline Category=Single Degradation Pipeline, Pre-trained status=Retrained2025.11 | 0.404 | 3.476 | 5.77 | |
| SwinIR+RIDCPPipeline Category=Cascaded Pipeline, Pre-trained status=Pre-trained model used2025.11 | 0.386 | 3.755 | 5.81 | |
| NAFNETPipeline Category=Single Degradation Pipeline, Pre-trained status=Retrained2025.11 | 0.374 | 3.598 | 5.535 | |
| Fast two-stepPipeline Category=Single Degradation Pipeline, Pre-trained status=Retrained2025.11 | 0.356 | 2.942 | 5.821 | |
| UCL-DehazePipeline Category=Domain Adaptation Pipeline, Pre-trained status=Retrained2025.11 | 0.297 | 2.763 | 8.322 |