Dataset

Click to Download

4K_train:

https://pan.baidu.com/s/17v99mwJqFMVbyZkvY2pOMg?pwd=p3yu

4K_test:

https://pan.baidu.com/s/18d_VQWdy2g1xgphhGdystQ?pwd=euna

8K_train:

https://pan.baidu.com/s/1zH6HiIM1y1K_VV22on37Jg?pwd=79x5

8K_test:

https://pan.baidu.com/s/1BCu44lDWSPgJqwbuzn2_tA?pwd=zxbk

Results

UHDRR 4K Dataset

PSNR SSIM
BDN 19.81 0.897
Wei et al. 24.37 0.974
Wen et al. 19.53 0.928
IBCLN 24.12 0.968
Kim et al. 23.45 0.929
Chang et al. 22.93 0.914
Ours 24.71 0.971

UHDRR 8K Dataset

PSNR SSIM
BDN 19.41 0.851
Wei et al. 22.01 0.942
Wen et al. 16.79 0.866
IBCLN 21.76 0.941
Kim et al. 20.76 0.910
Chang et al. 21.31 0.899
Ours 22.41 0.942

CDR Dataset

ALL SRST BRST Non-ghosting
PSNR SSIM PSNR SSIM PSNR SSIM PSNR SSIM
Li et al. 12.73 0.650 12.26 0.565 13.19 0.723 12.56 0.624
Arvan. et al. 19.63 0.753 18.24 0.680 20.91 0.816 19.00 0.727
Yang et al. 19.42 0.767 18.10 0.680 20.65 0.841 18.78 0.738
CEILNet 17.96 0.708 16.17 0.596 19.49 0.802 17.24 0.673
Zhang et al. 15.20 0.694 13.52 0.590 16.58 0.780 14.48 0.662
BDN 18.97 0.758 19.04 0.713 19.06 0.799 18.62 0.733
Wei et al. 21.01 0.762 19.52 0.672 22.36 0.839 20.50 0.731
CoRRN 20.22 0.774 20.32 0.699 20.08 0.838 20.37 0.750
IBCLN 19.85 0.764 18.33 0.671 21.14 0.842 19.23 0.735
Kim et al. 21.00 0.760 19.27 0.676 22.61 0.833 20.42 0.731
Ours 22.33 0.815 19.59 0.39 23.04 0.866 21.25 0.791
Weak R Moderate R Strong R Ghosting
PSNR SSIM PSNR SSIM PSNR SSIM PSNR SSIM
Li et al. 14.36 0.779 12.47 0.636 8.89 0.309 13.36 0.742
Arvan. et al. 23.52 0.878 18.43 0.744 13.56 0.397 21.88 0.844
Yang et al. 23.18 0.903 18.28 0.754 13.50 0.402 21.72 0.870
CEILNet 21.34 0.862 17.02 0.685 12.06 0.341 20.51 0.836
Zhang et al. 17.20 0.827 15.10 0.685 9.33 0.311 17.81 0.806
BDN 21.10 0.867 18.25 0.746 16.15 0.485 20.20 0.850
Wei et al. 24.89 0.901 19.42 0.737 17.00 0.450 22.80 0.871
CoRRN 20.50 0.890 21.01 0.768 15.12 0.433 19.70 0.861
IBCLN 23.17 0.899 18.98 0.752 13.81 0.395 22.07 0.867
Kim et al. 25.03 0.897 19.66 0.740 15.25 0.431 23.10 0.865
Ours 25.50 0.912 19.78 0.782 20.09 0.507 21.35 0.851

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Contact Us

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Zhenyuan Zhang

zyZhang.bbetter@gmail.com

Zhenbo Song

songzb@njust.edu.cn

Kaihao Zhang

super.khzhang@gmail.com

Zhaoxin Fan

fanzhaoxin@ruc.edu.cn

Jianfeng Lu

lujf@njust.edu.cn