Perception Restoration on CleanBench-Real Night Scenes
67.25MUSIQJarvisIR-MRRHF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| JarvisIR-MRRHFTraining Stage=Multi-Step Reward-Guided Reinforcement Learning from Human Feedback2025.04 | 67.25 | 0.5876 | 0.6336 | 3.613 | |
| JarvisIR-SFTTraining Stage=Supervised Fine-Tuning2025.04 | 60.77 | 0.5048 | 0.5239 | 3.224 | |
| AutoDIRSupplied with explicit prompts=Yes2025.04 | 47.3 | 0.1885 | 0.4341 | 1.403 | |
| MIOIR2025.04 | 46.93 | 0.2013 | 0.4403 | 1.408 | |
| T³-DiffWeather2025.04 | 46.79 | 0.1964 | 0.4547 | 1.413 | |
| DA-CLIP2025.04 | 45.86 | 0.201 | 0.4544 | 1.427 | |
| PromptIR2025.04 | 45.45 | 0.201 | 0.4473 | 1.408 | |
| AirNet2025.04 | 44.26 | 0.1889 | 0.4429 | 1.313 | |
| InstructIRSupplied with explicit prompts=Yes2025.04 | 44.03 | 0.1533 | 0.3689 | 1.257 |