Image Enhancement on LOLv2-synthetic
Metric: SSIM (higher is better)
Metric: SSIM (higher is better)
| # | Model↕ | SSIM▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GLARE | 0.958 | No | GLARE: Low Light Image Enhancement via Generativ... | 2024-07-17 | Code |
| 2 | DPEC_ | 0.95 | No | DPEC: Dual-Path Error Compensation Method for En... | 2024-06-28 | Code |
| 3 | CIDNet | 0.95 | No | You Only Need One Color Space: An Efficient Netw... | 2024-02-08 | Code |
| 4 | KAN-T | 0.949 | No | - | - | Code |
| 5 | GlobalDiff | 0.944 | No | Global Structure-Aware Diffusion Process for Low... | 2023-10-26 | Code |
| 6 | LYT-Net | 0.939 | No | LYT-NET: Lightweight YUV Transformer-based Netwo... | 2024-01-26 | Code |
| 7 | Retinexformer | 0.939 | No | Retinexformer: One-stage Retinex-based Transform... | 2023-03-12 | Code |
| 8 | DPEC | 0.939 | No | DPEC: Dual-Path Error Compensation Method for En... | 2024-06-28 | Code |
| 9 | FLIGHTNet | 0.93 | No | FLIGHT Mode On: A Feather-Light Network for Low-... | 2023-05-18 | Code |