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ResearchFormerly WizWand

Light Field Super-Resolution on HCI old

38.16PSNRGTF
31.4291233.1765634.92436.67144May 6, 2026May 15, 2026May 24, 2026Jun 3, 2026Jun 12, 2026Jun 21, 2026Jul 1, 2026
Updated 4mo ago

Evaluation results

MethodLinks
GTFParams (M)=16.26, FLOPs (G)=335, EPSW=true, TTA=true2026.0538.1697.54
SMART#Params.=1.98M, Upscaling Factor=X42026.0738.12897.49
GTFParams (M)=16.26, FLOPs (G)=335, EPSW=false, TTA=false2026.0538.0197.49
LFmamba#Params.=2.30M, Upscaling Factor=X42026.0737.91297.48
L2Fmamba#Params.=1.09M, Upscaling Factor=X42026.0737.86497.45
LF-DET#Params.=1.66M, Upscaling Factor=X42026.0737.84397.44
LF-DETParams (M)=1.69, FLOPs (G)=51.2, EPSW=false, TTA=false2026.0537.8497.44
MLFSR#Params.=1.41M, Upscaling Factor=X42026.0737.82897.45
HLFSRParams (M)=13.87, FLOPs (G)=182.5, EPSW=false, TTA=false2026.0537.7897.42
HLFSR-SSR#Params.=13.87M, Upscaling Factor=X42026.0737.77697.42
EPITParams (M)=1.47, FLOPs (G)=75.0, EPSW=false, TTA=false2026.0537.6897.37
EPIT#Params.=1.47M, Upscaling Factor=X42026.0737.67797.37
GTF-TinyParams (M)=0.915, FLOPs (G)=19.8, EPSW=true, TTA=false2026.0537.6797.35
LFTParams (M)=1.16, FLOPs (G)=57.6, EPSW=false, TTA=false2026.0537.6397.35
LFT#Params.=1.16M, Upscaling Factor=X42026.0737.6397.35
IINetParams (M)=4.88, FLOPs (G)=57.4, EPSW=false, TTA=false2026.0537.6297.34
LF-IINet#Params.=4.89M, Upscaling Factor=X42026.0737.6297.34
DistgSSR#Params.=3.58M, Upscaling Factor=X42026.0737.56397.32
DistgSSRParams (M)=3.58, FLOPs (G)=65.4, EPSW=false, TTA=false2026.0537.5697.32
LFSSR-SAV#Params.=1.54M, Upscaling Factor=X42026.0737.49797.21
DPT#Params.=3.79M, Upscaling Factor=X42026.0737.41297.21
DPTParams (M)=3.78, FLOPs (G)=66.6, EPSW=false, TTA=false2026.0537.3997.21
LF-DFnet#Params.=3.99M, Upscaling Factor=X42026.0737.32197.18
LF-DFnetParams (M)=—, FLOPs (G)=—, EPSW=false, TTA=false2026.0537.3297.18
MEG-Net#Params.=1.78M, Upscaling Factor=X42026.0737.28797.16
MEG-NetParams (M)=1.77, FLOPs (G)=102.2, EPSW=false, TTA=false2026.0537.2897.16
LF-InterNet#Params.=5.48M, Upscaling Factor=X42026.0737.1597.16
LF-InterNetParams (M)=5.48, FLOPs (G)=50.1, EPSW=false, TTA=false2026.0537.1197.16
LF-ATOParams (M)=1.36, FLOPs (G)=687.0, EPSW=false, TTA=false2026.053796.99
LF-ATO#Params.=1.36M, Upscaling Factor=X42026.0736.99996.99
LFSSR#Params.=1.77M, Upscaling Factor=X42026.0736.90796.96
resLFParams (M)=8.64, FLOPs (G)=39.7, EPSW=false, TTA=false2026.0536.7196.82
resLF#Params.=8.65M, Upscaling Factor=X42026.0736.70596.82
LFSSRParams (M)=1.77, FLOPs (G)=128.4, EPSW=false, TTA=false2026.0536.796.96
RCAN#Params.=15.36M, Upscaling Factor=X42026.0735.35995.48
RCANParams (M)=15.36, FLOPs (G)=408.5, EPSW=false, TTA=false2026.0535.295.48
EDSRParams (M)=38.89, FLOPs (G)=1017, EPSW=false, TTA=false2026.0535.1895.36
EDSR#Params.=38.89M, Upscaling Factor=X42026.0735.17695.36
VDSR#Params.=0.67M, Upscaling Factor=X42026.0734.8195.15
BicubicParams (M)=—, FLOPs (G)=—, EPSW=false, TTA=false2026.0532.5893.44
BicubicUpscaling Factor=X42026.0732.57693.44
BilinearUpscaling Factor=X42026.0731.68892.56