Noisy Image Super-Resolution on SIDD (val)
35.53PSNRNSP(DBSN)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NSP(DBSN)#Param=3.75M, Test strategy=Directly input noisy LR image and output SR version without PD/PU2025.12 | 35.53 | 0.8771 | |
| NSP(DBSN)#Param=3.75M2025.12 | 35.19 | 0.849 | |
| SDAP+U-ZSSR#Param=3.88M, Pipeline=SDAP denoising + super-resolution, Training=Dataset-based training2025.12 | 35.1 | 0.8373 | |
| SDAP+dualSR#Param=4.06M, Pipeline=SDAP denoising + super-resolution, Training=Zero-shot2025.12 | 34.67 | 0.838 | |
| SDAP+RZSR#Param=6.70M, Pipeline=SDAP denoising + super-resolution, Training=Zero-shot2025.12 | 34.43 | 0.8189 | |
| SDAP+ZSSR#Param=3.88M, Pipeline=SDAP denoising + super-resolution, Training=Zero-shot2025.12 | 34.39 | 0.8165 | |
| SDAP+MZSR#Param=4.12M, Pipeline=SDAP denoising + super-resolution, Training=Zero-shot2025.12 | 34.17 | 0.8284 | |
| MZSR#Param=0.46M, Training=Zero-shot2025.12 | 25.93 | 0.4426 | |
| ZSSR#Param=0.22M, Training=Zero-shot2025.12 | 25.38 | 0.4183 | |
| RZSR#Param=3.04M, Training=Zero-shot2025.12 | 25 | 0.3982 | |
| dualSR#Param=0.41M, Training=Zero-shot2025.12 | 24.98 | 0.4473 | |
| SDAP+U-dualSR#Param=4.06M, Pipeline=SDAP denoising + super-resolution, Training=Dataset-based training2025.12 | 23.05 | 0.6123 |