Image Relighting 벤치마크
Image Relighting on VIDIT’20 validation set
PSNR
- 2018-02-06 — SRN: PSNR 16.94
- 2020-08-19 — DRN: PSNR 17.59
- 2021-05-05 — OIDDR-Net: PSNR 17.62
| Rank | Model | PSNR | SSIM | LPIPS | MPS | Runtime(s) | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|---|
| 1 | OIDDR-Net | 17.62 | 0.6645 | 0.2733 | 0.6956 | 0.53 | Physically Inspired Dense Fusion Networks for Relighting | yazdaniamir38/Depth-guided-Image-Relighting | 2021 |
| 2 | DRN | 17.59 | 0.596 | 0.440 | 0.578 | 0.5 | Deep Relighting Networks for Image Light Source Manipulation | WangLiwen1994/DeepRelight | 2020 |
| 3 | WDRN | 17.45 | 0.6642 | 0.2771 | 0.6935 | 0.05 | WDRN : A Wavelet Decomposed RelightNet for Image Relighting | 2020 | |
| 4 | DMSHN | 17.20 | 0.5696 | 0.3712 | 0.5992 | 0.0058 | DSRN: an Efficient Deep Network for Image Relighting | 2021 | |
| 5 | SRN | 16.94 | 0.5660 | 0.4319 | 0.5670 | 0.87 | Scale-recurrent Network for Deep Image Deblurring | jiangsutx/SRN-Deblur · IMAC-projects/SRN-Deblurring-PyTorch · IMAC-projects/Deblurring-PyTorch · +1 | 2018 |