Image Restoration on Mixed-degradation dataset Setting III 1.0 (test)
18.6PSNRAgenticIR
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| AgenticIRGT Supervision=true2025.12 | 18.6 | 0.601 | 0.465 | 0.235 | 0.337 | 47.811 | 2.836 | |
| SimpleCallGT Supervision=false2025.12 | 17.65 | 0.563 | 0.475 | 0.295 | 0.473 | 57.756 | 3.247 | |
| AutoDIRGT Supervision=true2025.12 | 16.87 | 0.54 | 0.451 | 0.263 | 0.396 | 49.707 | 2.867 | |
| MiOIR(U)GT Supervision=true2025.12 | 16.599 | 0.529 | 0.505 | 0.237 | 0.376 | 43.873 | 2.586 | |
| MiOIR(R)GT Supervision=true2025.12 | 16.575 | 0.514 | 0.512 | 0.215 | 0.394 | 41.312 | 2.608 | |
| PromptIRGT Supervision=true2025.12 | 16.513 | 0.511 | 0.515 | 0.262 | 0.343 | 44.741 | 2.536 | |
| AirNetGT Supervision=true2025.12 | 16.469 | 0.517 | 0.504 | 0.271 | 0.349 | 45.65 | 2.54 | |
| DA-CLIPGT Supervision=true2025.12 | 16.388 | 0.47 | 0.562 | 0.233 | 0.342 | 41.088 | 2.488 | |
| InstructIRGT Supervision=true2025.12 | 15.912 | 0.414 | 0.664 | 0.192 | 0.343 | 34.712 | 2.331 |