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ResearchFormerly WizWand

Light Field Super-Resolution on HCI new

31.9PSNRGTF
26.892428.1924529.492530.79255May 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=true2026.0531.992.67
SMART#Params.=1.98M, Upscaling Factor=X42026.0731.76192.59
GTFParams (M)=16.26, FLOPs (G)=335, EPSW=false, TTA=false2026.0531.7592.53
LFmamba#Params.=2.30M, Upscaling Factor=X42026.0731.69592.49
L2Fmamba#Params.=1.09M, Upscaling Factor=X42026.0731.67492.43
HLFSR-SSR#Params.=13.87M, Upscaling Factor=X42026.0731.57192.38
HLFSRParams (M)=13.87, FLOPs (G)=182.5, EPSW=false, TTA=false2026.0531.5792.38
MLFSR#Params.=1.41M, Upscaling Factor=X42026.0731.56292.35
LF-DETParams (M)=1.69, FLOPs (G)=51.2, EPSW=false, TTA=false2026.0531.5692.35
LF-DET#Params.=1.66M, Upscaling Factor=X42026.0731.55892.35
EPIT#Params.=1.47M, Upscaling Factor=X42026.0731.51192.31
EPITParams (M)=1.47, FLOPs (G)=75.0, EPSW=false, TTA=false2026.0531.5192.31
GTF-TinyParams (M)=0.915, FLOPs (G)=19.8, EPSW=true, TTA=false2026.0531.4992.22
LFT#Params.=1.16M, Upscaling Factor=X42026.0731.46292.18
LFTParams (M)=1.16, FLOPs (G)=57.6, EPSW=false, TTA=false2026.0531.4692.18
LFSSR-SAV#Params.=1.54M, Upscaling Factor=X42026.0731.4592.17
DistgSSRParams (M)=3.58, FLOPs (G)=65.4, EPSW=false, TTA=false2026.0531.3892.17
DistgSSR#Params.=3.58M, Upscaling Factor=X42026.0731.3892.17
IINetParams (M)=4.88, FLOPs (G)=57.4, EPSW=false, TTA=false2026.0531.3692.08
LF-IINet#Params.=4.89M, Upscaling Factor=X42026.0731.33192.08
LF-DFnet#Params.=3.99M, Upscaling Factor=X42026.0731.23491.96
LF-DFnetParams (M)=—, FLOPs (G)=—, EPSW=false, TTA=false2026.0531.2391.96
DPT#Params.=3.79M, Upscaling Factor=X42026.0731.19691.88
DPTParams (M)=3.78, FLOPs (G)=66.6, EPSW=false, TTA=false2026.0531.1991.88
MEG-Net#Params.=1.78M, Upscaling Factor=X42026.0731.10391.77
MEG-NetParams (M)=1.77, FLOPs (G)=102.2, EPSW=false, TTA=false2026.0531.191.77
LF-InterNetParams (M)=5.48, FLOPs (G)=50.1, EPSW=false, TTA=false2026.0530.9891.61
LF-InterNet#Params.=5.48M, Upscaling Factor=X42026.0730.96191.61
LFSSR#Params.=1.77M, Upscaling Factor=X42026.0730.92891.45
LF-ATOParams (M)=1.36, FLOPs (G)=687.0, EPSW=false, TTA=false2026.0530.8891.35
LF-ATO#Params.=1.36M, Upscaling Factor=X42026.0730.8891.35
resLFParams (M)=8.64, FLOPs (G)=39.7, EPSW=false, TTA=false2026.0530.7391.07
resLF#Params.=8.65M, Upscaling Factor=X42026.0730.72391.07
LFSSRParams (M)=1.77, FLOPs (G)=128.4, EPSW=false, TTA=false2026.0530.7291.45
RCAN#Params.=15.36M, Upscaling Factor=X42026.0729.69488.86
RCANParams (M)=15.36, FLOPs (G)=408.5, EPSW=false, TTA=false2026.0529.6388.86
EDSRParams (M)=38.89, FLOPs (G)=1017, EPSW=false, TTA=false2026.0529.688.69
EDSR#Params.=38.89M, Upscaling Factor=X42026.0729.59188.69
VDSR#Params.=0.67M, Upscaling Factor=X42026.0729.30888.23
BicubicParams (M)=—, FLOPs (G)=—, EPSW=false, TTA=false2026.0527.7285.17
BicubicUpscaling Factor=X42026.0727.71585.17
BilinearUpscaling Factor=X42026.0727.08583.97