UHD Enhancement on UHD-LL
22.52PSNRAutoDIR
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AutoDIR2025.12 | 22.52 | 0.8572 | 0.3919 | 21.59 | 0.2453 | |
| AutoDIRData Scale=23K2026.03 | 22.52 | 0.8572 | — | — | — | |
| FoundIR-v22025.12 | 20.08 | 0.8484 | 0.2334 | 45.24 | 0.3575 | |
| InstructIR2025.12 | 20.03 | 0.7356 | 0.4192 | 34.21 | 0.2324 | |
| InstructIRData Scale=80K2026.03 | 20.03 | 0.7356 | — | — | — | |
| DA-CLIP2025.12 | 18.51 | 0.812 | 0.413 | 23.45 | 0.2807 | |
| DA-CLIPData Scale=53K2026.03 | 18.51 | 0.812 | — | — | — | |
| V-BridgeData Scale=1K2026.03 | 17.87 | 0.7999 | — | — | — | |
| AgenticIR2025.12 | 12.82 | 0.6649 | 0.4961 | 24.07 | 0.2208 | |
| AgenticIRData Scale=15K2026.03 | 12.82 | 0.6649 | — | — | — | |
| TransWeather2025.12 | 12.3 | 0.6557 | 0.4978 | 23.01 | 0.2004 | |
| TransWeatherData Scale=19K2026.03 | 12.3 | 0.6557 | — | — | — | |
| PromptIR2025.12 | 11.76 | 0.617 | 0.4554 | 28.24 | 0.2075 | |
| PromptIRData Scale=77K2026.03 | 11.76 | 0.617 | — | — | — | |
| X-Restormer2025.12 | 11.56 | 0.6113 | 0.4788 | 26.13 | 0.2116 | |
| X-RestormerData Scale=40K2026.03 | 11.56 | 0.6113 | — | — | — | |
| DiffUIR2025.12 | 11.27 | 0.5975 | 0.4485 | 26.07 | 0.2255 | |
| DiffUIRData Scale=30K2026.03 | 11.27 | 0.5975 | — | — | — | |
| FoundIR2025.12 | 10.61 | 0.5775 | 0.3692 | 32.91 | 0.2394 | |
| FoundIR-GData Scale=1M2026.03 | 10.61 | 0.5775 | — | — | — |