Perception Restoration on CleanBench-Real Rain Scenes
70.38MUSIQJarvisIR-MRRHF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| JarvisIR-MRRHFTraining Stage=Multi-Step Reward-Guided Reinforcement Learning from Human Feedback2025.04 | 70.38 | 0.7004 | 0.7127 | 4.435 | |
| JarvisIR-SFTTraining Stage=Supervised Fine-Tuning2025.04 | 65.03 | 0.5339 | 0.629 | 4.005 | |
| AutoDIRSupplied with explicit prompts=Yes2025.04 | 63.93 | 0.4002 | 0.6082 | 3.312 | |
| DA-CLIP2025.04 | 63.28 | 0.3993 | 0.5959 | 3.194 | |
| MIOIR2025.04 | 63.07 | 0.3779 | 0.5841 | 3.055 | |
| InstructIRSupplied with explicit prompts=Yes2025.04 | 62.93 | 0.3657 | 0.5609 | 3.055 | |
| PromptIR2025.04 | 62.85 | 0.3926 | 0.5941 | 3.161 | |
| T³-DiffWeather2025.04 | 62.67 | 0.3689 | 0.5823 | 3.011 | |
| AirNet2025.04 | 62.61 | 0.3871 | 0.5867 | 3.136 |