Metric: SSIM (higher is better)
| # | Model↕ | SSIM▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ELD | 0.963 | No | Physics-based Noise Modeling for Extreme Low-lig... | 2021-08-04 | Code |
| 2 | LLD* | 0.961 | No | - | - | Code |
| 3 | PMN | 0.96 | No | Learnability Enhancement for Low-light Raw Denoi... | 2022-07-13 | Code |
| 4 | LLD | 0.955 | No | - | - | Code |
| 5 | SID (paired real data) | 0.955 | No | Learning to See in the Dark | 2018-05-04 | Code |
| 6 | SFRN | 0.951 | No | Rethinking Noise Synthesis and Modeling in Raw D... | 2021-10-10 | Code |
| 7 | Noise Flow | 0.929 | No | Noise Flow: Noise Modeling with Conditional Norm... | 2019-08-22 | Code |
| 8 | Starlight | 0.926 | No | Dancing under the stars: video denoising in star... | 2022-04-08 | - |