Under-display camera image restoration on POLED
19.834PSNRRDBM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| RDBMGeneralization=Zero-shot, Task Setting=Unknown2025.10 | 19.834 | 71.5 | 0.012 | 0.351 | |
| IRSDEGeneralization=Zero-shot, Task Setting=Unknown2025.10 | 16.983 | 61.5 | 0.029 | 0.475 | |
| DA-CLIPGeneralization=Zero-shot, Task Setting=Unknown2025.10 | 16.788 | 55.9 | 0.025 | 0.469 | |
| IDRGeneralization=Zero-shot, Task Setting=Unknown2025.10 | 13.583 | 46.6 | 0.057 | 0.551 | |
| GOUBGeneralization=Zero-shot, Task Setting=Unknown2025.10 | 12.922 | 52.5 | 0.053 | 0.446 | |
| Prompt-IRGeneralization=Zero-shot, Task Setting=Unknown2025.10 | 11.589 | 42.9 | 0.075 | 0.541 | |
| RestomerGeneralization=Zero-shot, Task Setting=Unknown2025.10 | 11.5 | 44.5 | 0.077 | 0.494 | |
| AWRaCLeGeneralization=Zero-shot, Task Setting=Unknown2025.10 | 11.208 | 43.1 | 0.091 | 0.513 | |
| MaIRGeneralization=Zero-shot, Task Setting=Unknown2025.10 | 11.072 | 42.3 | 0.086 | 0.529 | |
| ProResGeneralization=Zero-shot, Task Setting=Unknown2025.10 | 10.284 | 43.3 | 0.103 | 0.473 | |
| DeepSNNetGeneralization=Zero-shot, Task Setting=Unknown2025.10 | 10.195 | 41.1 | 0.113 | 0.534 | |
| ConvIRGeneralization=Zero-shot, Task Setting=Unknown2025.10 | 9.37 | 42.9 | 0.13 | 0.477 | |
| AutoDIRGeneralization=Zero-shot, Task Setting=Unknown2025.10 | 8.627 | 40.4 | 0.151 | 0.406 | |
| AirNetGeneralization=Zero-shot, Task Setting=Unknown2025.10 | 5.705 | 10.3 | 0.324 | 1.072 |