Perception Restoration on CleanBench-Real Snow Scenes
73.87MUSIQJarvisIR-MRRHF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| JarvisIR-MRRHFTraining Stage=Multi-Step Reward-Guided Reinforcement Learning from Human Feedback2025.04 | 73.87 | 0.8014 | 0.7918 | 4.881 | |
| JarvisIR-SFTTraining Stage=Supervised Fine-Tuning2025.04 | 70.24 | 0.7133 | 0.7127 | 4.086 | |
| InstructIRSupplied with explicit prompts=Yes2025.04 | 67.98 | 0.4038 | 0.6052 | 3.715 | |
| T³-DiffWeather2025.04 | 67.72 | 0.4129 | 0.6268 | 3.713 | |
| DA-CLIP2025.04 | 67.71 | 0.4294 | 0.6426 | 3.817 | |
| AutoDIRSupplied with explicit prompts=Yes2025.04 | 67.62 | 0.4305 | 0.6453 | 3.824 | |
| PromptIR2025.04 | 67.34 | 0.4292 | 0.6435 | 3.776 | |
| AirNet2025.04 | 67.32 | 0.432 | 0.6379 | 3.794 | |
| MIOIR2025.04 | 67.28 | 0.4187 | 0.6404 | 3.702 |