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ResearchFormerly WizWand

Raw Image Reconstruction on NUS Samsung NX2000

49.57PSNRNam et al.
23.41430.204536.99543.7855Feb 25, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Nam et al.fine-tuning=true, conditioned on sRGB images=true, extra bits for pixel locations=true2023.0249.570.84380.9975
Nam et al.conditioned on sRGB images=true, extra bits for pixel locations=true2023.0248.080.84380.9968
SAMconditioned on sRGB images=true2023.0247.030.750.9962
RIRconditioned on sRGB images=true2023.0245.660.03250.9939
R2LCMQuality=902023.0241.190.00030.9821
Nam et al.Quality=902023.0240.320.84380.9782
R2LCMQuality=702023.0239.590.00030.9742
SAM (higher bpp)Quality=902023.0239.170.00950.9787
Nam et al.Quality=702023.0239.130.84380.9724
R2LCMQuality=502023.0238.670.00030.9699
Nam et al.Quality=502023.0238.340.84380.9686
SAM (higher bpp)Quality=702023.0237.420.00950.9684
R2LCMQuality=302023.0237.40.00040.964
Nam et al.Quality=302023.0237.210.84380.963
SAM (higher bpp)Quality=502023.0236.320.00950.9629
SAM (lower bpp)Quality=902023.0234.370.0010.9663
SAM (higher bpp)Quality=302023.0234.240.00950.9553
R2LCMQuality=102023.0233.130.00080.9386
Nam et al.Quality=102023.0233.060.84380.9373
SAM (lower bpp)Quality=702023.0232.080.0010.9529
InvISPQuality=902023.0231.55—0.9476
InvISPQuality=702023.0230.86—0.9458
SAM (lower bpp)Quality=502023.0230.780.0010.9448
InvISPQuality=502023.0230.02—0.9416
SAM (lower bpp)Quality=302023.0228.880.0010.9344
InvISPQuality=302023.0228.71—0.9316
SAM (higher bpp)Quality=102023.0227.940.00950.9234
InvISPQuality=102023.0226.62—0.8836
SAM (lower bpp)Quality=102023.0224.420.0010.8946
R2LCMconditioned on sRGB images=true, five-fold cross validation=true2023.02—0.0003—