Image Enhancement on LOLv2
Metric: LPIPS (lower is better)
Metric: LPIPS (lower is better)
| # | Model↕ | LPIPS▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | LYT-Net | 0.078 | No | LYT-NET: Lightweight YUV Transformer-based Netwo... | 2024-01-26 | Code |
| 2 | GlobalDiff | 0.095 | No | Global Structure-Aware Diffusion Process for Low... | 2023-10-26 | Code |
| 3 | GLARE | 0.097 | No | GLARE: Low Light Image Enhancement via Generativ... | 2024-07-17 | Code |
| 4 | LLFlow | 0.0995 | No | Low-Light Image Enhancement with Normalizing Flow | 2021-09-13 | Code |
| 5 | CIDNet | 0.101 | No | You Only Need One Color Space: An Efficient Netw... | 2024-02-08 | Code |
| 6 | LLFlow-L-SKF | 0.112 | No | Learning Semantic-Aware Knowledge Guidance for L... | 2023-04-14 | Code |
| 7 | ExpoMamba | 0.203 | No | ExpoMamba: Exploiting Frequency SSM Blocks for E... | 2024-08-19 | Code |