Metric: PSNR (Raw) (higher is better)
| # | Model↕ | PSNR (Raw)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | LLD* | 44.95 | No | - | - | Code |
| 2 | PMN | 44.51 | No | Learnability Enhancement for Low-light Raw Denoi... | 2022-07-13 | Code |
| 3 | SFRN | 44.1 | No | Rethinking Noise Synthesis and Modeling in Raw D... | 2021-10-10 | Code |
| 4 | LLD | 43.84 | No | - | - | Code |
| 5 | ELD | 43.43 | No | A Physics-based Noise Formation Model for Extrem... | 2020-03-28 | Code |
| 6 | LRD | 43.32 | No | Towards General Low-Light Raw Noise Synthesis an... | 2023-07-31 | Code |
| 7 | Paired Data(SID) | 41.97 | No | Learning to See in the Dark | 2018-05-04 | Code |
| 8 | Starlight | 40.86 | No | Dancing under the stars: video denoising in star... | 2022-04-08 | - |
| 9 | ExposureDiffusion (UNet+ELD) | 40.39 | No | ExposureDiffusion: Learning to Expose for Low-li... | 2023-07-15 | Code |
| 10 | Noise Flow | 39.23 | No | Noise Flow: Noise Modeling with Conditional Norm... | 2019-08-22 | Code |