Veiling Glare Removal on Realworld-MRL (test)
0.44CLIPIQADeVeiler
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DeVeilerPipeline Category=Domain Adaptation Pipeline, Pre-trained status=Proposed method2025.11 | 0.44 | 3.586 | 5.296 | |
| SwinIR+DiffDehazePipeline Category=Cascaded Pipeline, Pre-trained status=Pre-trained model used2025.11 | 0.437 | 3.542 | 5.23 | |
| DiffDehazePipeline Category=Domain Adaptation Pipeline, Pre-trained status=Retrained2025.11 | 0.428 | 3.476 | 6.802 | |
| CycleGANPipeline Category=Domain Adaptation Pipeline, Pre-trained status=Retrained2025.11 | 0.418 | 3.319 | 3.836 | |
| SwinIR+RIDCPPipeline Category=Cascaded Pipeline, Pre-trained status=Pre-trained model used2025.11 | 0.399 | 3.29 | 6.502 | |
| NAFNETPipeline Category=Single Degradation Pipeline, Pre-trained status=Retrained2025.11 | 0.398 | 3.238 | 5.512 | |
| Fast two-stepPipeline Category=Single Degradation Pipeline, Pre-trained status=Retrained2025.11 | 0.388 | 2.687 | 5.352 | |
| SwinIR+Flare7K++Pipeline Category=Cascaded Pipeline, Pre-trained status=Pre-trained model used2025.11 | 0.387 | 3.319 | 6.336 | |
| QDMRPipeline Category=Domain Adaptation Pipeline, Pre-trained status=Retrained2025.11 | 0.376 | 3.337 | 5.509 | |
| SwinIRPipeline Category=Single Degradation Pipeline, Pre-trained status=Retrained2025.11 | 0.374 | 3.191 | 6.696 | |
| DiffBIRPipeline Category=Single Degradation Pipeline, Pre-trained status=Retrained2025.11 | 0.367 | 2.761 | 6.251 | |
| UCL-DehazePipeline Category=Domain Adaptation Pipeline, Pre-trained status=Retrained2025.11 | 0.343 | 2.963 | 5.644 |