Low-light Image Enhancement on UHD-LL 16 (test)
0.3214LPIPSFoundIR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FoundIRretrained_following_FoundIR=true2026.03 | 0.3214 | 56.6126 | 6.3828 | 1.4112 | 39.2011 | 0.4791 | |
| AutoDIR*officially_released_pre-trained_weights=true2026.03 | 0.3843 | 36.8954 | 6.3458 | 1.1787 | 28.0119 | 0.4212 | |
| DiffUIRretrained_following_FoundIR=true2026.03 | 0.397 | 51.443 | 5.4931 | 1.309 | 33.725 | 0.4558 | |
| MiM-DiTretrained_following_FoundIR=true2026.03 | 0.4061 | 71.6686 | 4.6243 | 1.9332 | 40.6206 | 0.5214 | |
| DiffIRretrained_following_FoundIR=true2026.03 | 0.4627 | 59.6029 | 4.4254 | 1.1814 | 34.1731 | 0.4287 | |
| DiT4SRretrained_following_FoundIR=true2026.03 | 0.4638 | 76.9471 | 4.8384 | 1.6474 | 39.584 | 0.5043 | |
| PromptIRretrained_following_FoundIR=true2026.03 | 0.4878 | 55.1285 | 9.4333 | 1.0419 | 23.6453 | 0.4195 | |
| TransWeatherretrained_following_FoundIR=true2026.03 | 0.5002 | 61.5787 | 8.2414 | 1.0258 | 22.602 | 0.3417 | |
| DiffUIR*officially_released_pre-trained_weights=true2026.03 | 0.5804 | 69.6643 | 5.2791 | 1.1747 | 27.1415 | 0.404 | |
| PromptIR*officially_released_pre-trained_weights=true2026.03 | 0.5886 | 74.9124 | 5.1378 | 1.1841 | 26.7194 | 0.4167 | |
| AirNetretrained_following_FoundIR=true2026.03 | 0.6043 | 84.741 | 9.4197 | 1.028 | 23.3077 | 0.4095 |