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ResearchFormerly WizWand

Light Field Super-Resolution on EPFL

30.39PSNRGTF
24.3340825.9062927.478529.05071May 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=true2026.0530.3992.62
SMART#Params.=1.98M, Upscaling Factor=X42026.0730.2840.9243
GTF-TinyParams (M)=0.915, FLOPs (G)=19.8, EPSW=true, TTA=false2026.0529.8891.97
LFmamba#Params.=2.30M, Upscaling Factor=X42026.0729.840.9256
GTFParams (M)=16.26, FLOPs (G)=335, EPSW=false, TTA=false2026.0529.8292.5
L2Fmamba#Params.=1.09M, Upscaling Factor=X42026.0729.6810.9233
LF-DET#Params.=1.66M, Upscaling Factor=X42026.0729.4730.923
LF-DETParams (M)=1.69, FLOPs (G)=51.2, EPSW=false, TTA=false2026.0529.4792.3
LFSSR-SAV#Params.=1.54M, Upscaling Factor=X42026.0729.3680.9223
EPITParams (M)=1.47, FLOPs (G)=75.0, EPSW=false, TTA=false2026.0529.3491.97
EPIT#Params.=1.47M, Upscaling Factor=X42026.0729.3390.9197
MLFSR#Params.=1.41M, Upscaling Factor=X42026.0729.2830.9218
LFT#Params.=1.16M, Upscaling Factor=X42026.0729.2550.921
LFTParams (M)=1.16, FLOPs (G)=57.6, EPSW=false, TTA=false2026.0529.2592.1
HLFSRParams (M)=13.87, FLOPs (G)=182.5, EPSW=false, TTA=false2026.0529.292.22
HLFSR-SSR#Params.=13.87M, Upscaling Factor=X42026.0729.1960.9222
IINetParams (M)=4.88, FLOPs (G)=57.4, EPSW=false, TTA=false2026.0529.1191.88
LF-IINet#Params.=4.89M, Upscaling Factor=X42026.0729.0380.9188
DistgSSR#Params.=3.58M, Upscaling Factor=X42026.0728.9920.9195
DistgSSRParams (M)=3.58, FLOPs (G)=65.4, EPSW=false, TTA=false2026.0528.9991.95
DPT#Params.=3.79M, Upscaling Factor=X42026.0728.9390.917
DPTParams (M)=3.78, FLOPs (G)=66.6, EPSW=false, TTA=false2026.0528.9391.7
LF-InterNet#Params.=5.48M, Upscaling Factor=X42026.0728.8120.9162
LF-DFnet#Params.=3.99M, Upscaling Factor=X42026.0728.7740.9165
LF-DFnetParams (M)=—, FLOPs (G)=—, EPSW=false, TTA=false2026.0528.7791.65
MEG-Net#Params.=1.78M, Upscaling Factor=X42026.0728.7490.916
MEG-NetParams (M)=1.77, FLOPs (G)=102.2, EPSW=false, TTA=false2026.0528.7491.6
LF-InterNetParams (M)=5.48, FLOPs (G)=50.1, EPSW=false, TTA=false2026.0528.6791.62
LFSSR#Params.=1.77M, Upscaling Factor=X42026.0728.5960.9118
LF-ATOParams (M)=1.36, FLOPs (G)=687.0, EPSW=false, TTA=false2026.0528.5291.15
LF-ATO#Params.=1.36M, Upscaling Factor=X42026.0728.5140.9115
resLFParams (M)=8.64, FLOPs (G)=39.7, EPSW=false, TTA=false2026.0528.2790.35
LFSSRParams (M)=1.77, FLOPs (G)=128.4, EPSW=false, TTA=false2026.0528.2791.18
resLF#Params.=8.65M, Upscaling Factor=X42026.0728.260.9035
RCAN#Params.=15.36M, Upscaling Factor=X42026.0727.9070.8863
RCANParams (M)=15.36, FLOPs (G)=408.5, EPSW=false, TTA=false2026.0527.8888.63
EDSRParams (M)=38.89, FLOPs (G)=1017, EPSW=false, TTA=false2026.0527.8488.54
EDSR#Params.=38.89M, Upscaling Factor=X42026.0727.8330.8854
VDSR#Params.=0.67M, Upscaling Factor=X42026.0727.2460.8777
BicubicUpscaling Factor=X42026.0725.2640.8324
BicubicParams (M)=—, FLOPs (G)=—, EPSW=false, TTA=false2026.0525.2683.24
BilinearUpscaling Factor=X42026.0724.5670.8158