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Benchmarks
Under-Display Camera Image Restoration on POLED 49 (val)
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34.74
PSNR
UCMNet
26.472
28.6185
30.765
32.9115
Apr 1, 2026
PSNR
SSIM
LPIPS
DISTS
Updated 17d ago
Evaluation Results
Method
Method
Links
PSNR
SSIM
LPIPS
DISTS
UCMNet
#Params (M)=3.2, FLOPs...
2026.04
34.74
96.4
0.1839
0.153
FSI
#Params (M)=5.3, FLOPs...
2026.04
34.71
95.76
0.1869
0.1431
BNUDC
#Params (M)=4.6, FLOPs...
2026.04
34.39
96.34
0.1871
0.1612
DAGF
#Params (M)=1.1, FLOPs...
2026.04
33.79
95.8
0.225
0.1942
MSUNet
#Params (M)=8.9, FLOPs...
2026.04
29.96
93.43
0.2281
0.1774
UDC-UNet
#Params (M)=5.7, FLOPs...
2026.04
26.79
86.75
0.2741
0.212
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