Image Deraining on FoundIR Rain 1.0 (test)
0.0795LPIPSFoundIR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FoundIRRetrained on FoundIR=true2026.03 | 0.0795 | 11.8318 | 4.5854 | 1.4309 | 30.8493 | 0.4599 | |
| DiffUIRRetrained on FoundIR=true2026.03 | 0.1097 | 15.3162 | 4.5472 | 1.3018 | 30.9973 | 0.4563 | |
| MiM-DiTRetrained on FoundIR=true2026.03 | 0.1142 | 19.0445 | 4.4349 | 1.3585 | 31.0638 | 0.4546 | |
| DiT4SRRetrained on FoundIR=true2026.03 | 0.157 | 27.586 | 4.5005 | 1.3248 | 30.4608 | 0.5525 | |
| PromptIRRetrained on FoundIR=true2026.03 | 0.25 | 51.558 | 6.3012 | 1.186 | 27.6832 | 0.507 | |
| DiffIRRetrained on FoundIR=true2026.03 | 0.2574 | 76.9926 | 5.1983 | 1.3513 | 30.94 | 0.4478 | |
| DGUNetRetrained on FoundIR=true2026.03 | 0.2635 | 57.5912 | 6.2807 | 1.1202 | 27.2026 | 0.514 | |
| AutoDIR*Official pre-trained weights=true2026.03 | 0.3684 | 40.9156 | 7.3112 | 1.0416 | 23.5576 | 0.4782 | |
| DA-CLIPRetrained on FoundIR=true2026.03 | 0.4347 | 83.8305 | 7.7218 | 1.0927 | 23.7416 | 0.5509 | |
| AirNetRetrained on FoundIR=true2026.03 | 0.4855 | 88.7306 | 7.7079 | 1.0756 | 23.4481 | 0.5362 | |
| TransWeatherRetrained on FoundIR=true2026.03 | 0.5118 | 70.9293 | 8.197 | 1.0618 | 20.2728 | 0.415 |