Perception Restoration on CleanBench-Real Fog Scenes
0.7422MUSIQJarvisIR-MRRHF
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| JarvisIR-MRRHFTraining Stage=Multi-Step Reward-Guided Reinforcement Learning from Human Feedback2025.04 | 0.7422 | 0.7502 | 0.7805 | 4.714 | |
| JarvisIR-SFTTraining Stage=Supervised Fine-Tuning2025.04 | 0.7045 | 0.4855 | 0.656 | 3.977 | |
| MIOIR2025.04 | 0.6493 | 0.3501 | 0.5969 | 2.415 | |
| AutoDIRSupplied with explicit prompts=Yes2025.04 | 0.6484 | 0.3966 | 0.6443 | 2.928 | |
| InstructIRSupplied with explicit prompts=Yes2025.04 | 0.6482 | 0.3904 | 0.6449 | 2.919 | |
| DA-CLIP2025.04 | 0.6478 | 0.388 | 0.654 | 2.793 | |
| T³-DiffWeather2025.04 | 0.6458 | 0.3715 | 0.6163 | 2.497 | |
| PromptIR2025.04 | 0.6454 | 0.381 | 0.6417 | 2.557 | |
| AirNet2025.04 | 0.6423 | 0.3829 | 0.6173 | 2.686 |