| Paper | Code | PSNR (Raw) | SSIM | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography | ✓ Link | 43.36 | 0.961 | LLD* | 2023-01-01 |
| Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling | ✓ Link | 43.16 | 0.960 | PMN | 2022-07-13 |
| Rethinking Noise Synthesis and Modeling in Raw Denoising | ✓ Link | 42.29 | 0.951 | SFRN | 2021-10-10 |
| Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography | ✓ Link | 42.10 | 0.955 | LLD | 2023-01-01 |
| Learning to See in the Dark | ✓ Link | 42.06 | 0.955 | SID (paired real data) | 2018-05-04 |
| Physics-based Noise Modeling for Extreme Low-light Photography | ✓ Link | 41.95 | 0.963 | ELD | 2021-08-04 |
| Dancing under the stars: video denoising in starlight | 40.47 | 0.926 | Starlight | 2022-04-08 | |
| Noise Flow: Noise Modeling with Conditional Normalizing Flows | ✓ Link | 38.89 | 0.929 | Noise Flow | 2019-08-22 |