Multi-degradation Image Restoration on MiO-100 4 concurrent degradations
71.84MUSIQ Score⋆DiTTo Agent
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ⋆DiTTo AgentMethod Category=Agent-based Methods, Restoration-expert pool=Extended2026.05 | 71.84 | 71.63 | 84.43 | 5.16 | |
| DiTTo AgentMethod Category=Agent-based Methods, Restoration-expert pool=Standard2026.05 | 70.31 | 64.02 | 77.51 | 5.292 | |
| JarvisIRMethod Category=Agent-based Methods, Restoration-expert pool=Standard2026.05 | 70.25 | 59.71 | 75.35 | 5.167 | |
| 4KAgentMethod Category=Agent-based Methods2026.05 | 67.95 | 56.15 | 72.25 | 5.428 | |
| AgenticIRMethod Category=Agent-based Methods2026.05 | 63.5 | 51.45 | 66.35 | 5.864 | |
| MiOIRMethod Category=All-in-One Methods2026.05 | 54.16 | 27.95 | 48.5 | 6.688 | |
| AutoDIRMethod Category=All-in-One Methods2026.05 | 54.03 | 33.29 | 41.18 | 8.755 | |
| PromptIRMethod Category=All-in-One Methods2026.05 | 53.32 | 27.21 | 47.44 | 7.081 | |
| DA-CLIPMethod Category=All-in-One Methods2026.05 | 48.33 | 31.19 | 48.7 | 9.245 | |
| InstructIRMethod Category=All-in-One Methods2026.05 | 48.07 | 28.2 | 35.54 | 9.455 | |
| AirNetMethod Category=All-in-One Methods2026.05 | 42.98 | 30.18 | 43.61 | 9.946 |