Multi-degradation Image Restoration on MiO-100 2 concurrent degradations
71.76MUSIQ⋆DiTTo Agent
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ⋆DiTTo AgentMethod Category=Agent-based Methods, Restoration-expert pool=Extended2026.05 | 71.76 | 0.7127 | 0.8393 | 5.208 | |
| DiTTo AgentMethod Category=Agent-based Methods, Restoration-expert pool=Standard2026.05 | 69.4 | 0.6457 | 0.7762 | 5.475 | |
| JarvisIRMethod Category=Agent-based Methods, Restoration-expert pool=Standard2026.05 | 69.34 | 0.5973 | 0.7464 | 5.366 | |
| 4KAgentMethod Category=Agent-based Methods2026.05 | 67.2 | 0.564 | 0.7165 | 5.612 | |
| InstructIRMethod Category=All-in-One Methods2026.05 | 64.08 | 0.4139 | 0.4827 | 7.912 | |
| AutoDIRMethod Category=All-in-One Methods2026.05 | 64.04 | 0.3667 | 0.5113 | 7.326 | |
| AgenticIRMethod Category=Agent-based Methods2026.05 | 63.1 | 0.517 | 0.6595 | 6.038 | |
| PromptIRMethod Category=All-in-One Methods2026.05 | 62.95 | 0.381 | 0.5441 | 5.823 | |
| MiOIRMethod Category=All-in-One Methods2026.05 | 62.89 | 0.3906 | 0.5481 | 5.682 | |
| AirNetMethod Category=All-in-One Methods2026.05 | 59.85 | 0.398 | 0.541 | 8.323 | |
| DA-CLIPMethod Category=All-in-One Methods2026.05 | 57.12 | 0.3536 | 0.547 | 7.737 |