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ResearchFormerly WizWand

Light Field Super-Resolution on STFgantry

32.84PSNRGTF
24.8975226.9595129.021531.08349May 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=true2026.0532.8496.08
SMART#Params.=1.98M, Upscaling Factor=X42026.0732.57295.97
GTFParams (M)=16.26, FLOPs (G)=335, EPSW=false, TTA=false2026.0532.5795.93
L2Fmamba#Params.=1.09M, Upscaling Factor=X42026.0732.19895.74
EPITParams (M)=1.47, FLOPs (G)=75.0, EPSW=false, TTA=false2026.0532.1895.71
EPIT#Params.=1.47M, Upscaling Factor=X42026.0732.17995.71
LF-DETParams (M)=1.69, FLOPs (G)=51.2, EPSW=false, TTA=false2026.0532.1495.73
LF-DET#Params.=1.66M, Upscaling Factor=X42026.0732.13995.73
MLFSR#Params.=1.41M, Upscaling Factor=X42026.0732.02995.67
LFTParams (M)=1.16, FLOPs (G)=57.6, EPSW=false, TTA=false2026.0531.8695.48
LFT#Params.=1.16M, Upscaling Factor=X42026.0731.8695.48
LFmamba#Params.=2.30M, Upscaling Factor=X42026.0731.84695.33
GTF-TinyParams (M)=0.915, FLOPs (G)=19.8, EPSW=true, TTA=false2026.0531.7595.34
DistgSSRParams (M)=3.58, FLOPs (G)=65.4, EPSW=false, TTA=false2026.0531.6595.35
DistgSSR#Params.=3.58M, Upscaling Factor=X42026.0731.64995.35
HLFSR-SSR#Params.=13.87M, Upscaling Factor=X42026.0731.64195.37
HLFSRParams (M)=13.87, FLOPs (G)=182.5, EPSW=false, TTA=false2026.0531.6495.37
LFSSR-SAV#Params.=1.54M, Upscaling Factor=X42026.0731.36295.05
LF-IINet#Params.=4.89M, Upscaling Factor=X42026.0731.26195.02
IINetParams (M)=4.88, FLOPs (G)=57.4, EPSW=false, TTA=false2026.0531.2195.02
LF-DFnetParams (M)=—, FLOPs (G)=—, EPSW=false, TTA=false2026.0531.1594.94
DPT#Params.=3.79M, Upscaling Factor=X42026.0731.1594.88
LF-DFnet#Params.=3.99M, Upscaling Factor=X42026.0731.14794.94
DPTParams (M)=3.78, FLOPs (G)=66.6, EPSW=false, TTA=false2026.0531.1494.88
MEG-Net#Params.=1.78M, Upscaling Factor=X42026.0730.77194.53
MEG-NetParams (M)=1.77, FLOPs (G)=102.2, EPSW=false, TTA=false2026.0530.7794.53
LF-ATOParams (M)=1.36, FLOPs (G)=687.0, EPSW=false, TTA=false2026.0530.6194.3
LF-ATO#Params.=1.36M, Upscaling Factor=X42026.0730.60794.3
LFSSR#Params.=1.77M, Upscaling Factor=X42026.0730.5794.26
LF-InterNetParams (M)=5.48, FLOPs (G)=50.1, EPSW=false, TTA=false2026.0530.5394.09
LF-InterNet#Params.=5.48M, Upscaling Factor=X42026.0730.36594.09
resLF#Params.=8.65M, Upscaling Factor=X42026.0730.19193.72
resLFParams (M)=8.64, FLOPs (G)=39.7, EPSW=false, TTA=false2026.0530.1993.72
LFSSRParams (M)=1.77, FLOPs (G)=128.4, EPSW=false, TTA=false2026.0530.1594.26
RCAN#Params.=15.36M, Upscaling Factor=X42026.0729.02191.31
RCANParams (M)=15.36, FLOPs (G)=408.5, EPSW=false, TTA=false2026.0528.991.31
EDSR#Params.=38.89M, Upscaling Factor=X42026.0728.70390.72
EDSRParams (M)=38.89, FLOPs (G)=1017, EPSW=false, TTA=false2026.0528.790.72
VDSR#Params.=0.67M, Upscaling Factor=X42026.0728.50690.09
BicubicParams (M)=—, FLOPs (G)=—, EPSW=false, TTA=false2026.0526.0984.52
BicubicUpscaling Factor=X42026.0726.08784.52
BilinearUpscaling Factor=X42026.0725.20382.61