Metric: SSIM (higher is better)
| # | Model↕ | SSIM▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RDNet | 0.846 | No | Reversible Decoupling Network for Single Image R... | 2024-10-10 | Code |
| 2 | DAI | 0.841 | No | Dereflection Any Image with Diffusion Priors and... | 2025-03-21 | Code |
| 3 | RobustSIRR | 0.835 | No | - | - | Code |
| 4 | DSRNet | 0.82 | No | Single Image Reflection Separation via Component... | 2023-08-19 | Code |
| 5 | DExNet | 0.817 | No | A Lightweight Deep Exclusion Unfolding Network f... | 2025-03-03 | Code |
| 6 | YTMT-UCT | 0.806 | No | Trash or Treasure? An Interactive Dual-Stream St... | 2021-10-20 | Code |
| 7 | ERRNet | 0.803 | No | Single Image Reflection Removal Exploiting Misal... | 2019-04-01 | Code |
| 8 | IBCLN | 0.762 | No | Single Image Reflection Removal through Cascaded... | 2019-11-15 | Code |