Metric: SSIM (Raw) (higher is better)
| # | Model↕ | SSIM (Raw)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | LLD* | 0.948 | No | - | - | Code |
| 2 | PMN | 0.947 | No | Learnability Enhancement for Low-light Raw Denoi... | 2022-07-13 | Code |
| 3 | SFRN | 0.938 | No | Rethinking Noise Synthesis and Modeling in Raw D... | 2021-10-10 | Code |
| 4 | Paired Data (SID) | 0.938 | No | Learning to See in the Dark | 2018-05-04 | Code |
| 5 | LLD | 0.933 | No | - | - | Code |
| 6 | LED | 0.932 | No | Make Explicit Calibration Implicit: Calibrate De... | 2023-08-07 | Code |
| 7 | ELD | 0.931 | No | Physics-based Noise Modeling for Extreme Low-lig... | 2021-08-04 | Code |
| 8 | LRD | 0.931 | No | Towards General Low-Light Raw Noise Synthesis an... | 2023-07-31 | Code |
| 9 | Noise Flow | 0.867 | No | Noise Flow: Noise Modeling with Conditional Norm... | 2019-08-22 | Code |
| 10 | Starlight | 0.858 | No | Dancing under the stars: video denoising in star... | 2022-04-08 | - |