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ResearchFormerly WizWand

Light Field Super-Resolution on INRIA

32.5PSNRGTF
25.9750427.6690229.36331.05698May 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=true2026.0532.595.63
SMART#Params.=1.98M, Upscaling Factor=X42026.0732.4580.954
GTF-TinyParams (M)=0.915, FLOPs (G)=19.8, EPSW=true, TTA=false2026.0532.0895.24
LFmamba#Params.=2.30M, Upscaling Factor=X42026.0731.8080.9551
GTFParams (M)=16.26, FLOPs (G)=335, EPSW=false, TTA=false2026.0531.7395.54
L2Fmamba#Params.=1.09M, Upscaling Factor=X42026.0731.7280.9543
LF-DETParams (M)=1.69, FLOPs (G)=51.2, EPSW=false, TTA=false2026.0531.3995.34
LF-DET#Params.=1.66M, Upscaling Factor=X42026.0731.3890.9534
EPIT#Params.=1.47M, Upscaling Factor=X42026.0731.3720.9526
EPITParams (M)=1.47, FLOPs (G)=75.0, EPSW=false, TTA=false2026.0531.3795.26
LFSSR-SAV#Params.=1.54M, Upscaling Factor=X42026.0731.270.9531
HLFSR-SSR#Params.=13.87M, Upscaling Factor=X42026.0731.2410.9534
MLFSR#Params.=1.41M, Upscaling Factor=X42026.0731.2410.9531
HLFSRParams (M)=13.87, FLOPs (G)=182.5, EPSW=false, TTA=false2026.0531.2495.34
LFT#Params.=1.16M, Upscaling Factor=X42026.0731.2050.9524
LFTParams (M)=1.16, FLOPs (G)=57.6, EPSW=false, TTA=false2026.0531.295.24
IINetParams (M)=4.88, FLOPs (G)=57.4, EPSW=false, TTA=false2026.0531.0895.15
LF-IINet#Params.=4.89M, Upscaling Factor=X42026.0731.0340.9515
DistgSSR#Params.=3.58M, Upscaling Factor=X42026.0730.9940.9519
DistgSSRParams (M)=3.58, FLOPs (G)=65.4, EPSW=false, TTA=false2026.0530.9995.19
DPT#Params.=3.79M, Upscaling Factor=X42026.0730.9640.9503
DPTParams (M)=3.78, FLOPs (G)=66.6, EPSW=false, TTA=false2026.0530.9695.03
LF-DFnetParams (M)=—, FLOPs (G)=—, EPSW=false, TTA=false2026.0530.8395.03
LF-DFnet#Params.=3.99M, Upscaling Factor=X42026.0730.8260.9503
LF-InterNet#Params.=5.48M, Upscaling Factor=X42026.0730.7770.9491
LF-ATO#Params.=1.36M, Upscaling Factor=X42026.0730.7110.9484
LF-ATOParams (M)=1.36, FLOPs (G)=687.0, EPSW=false, TTA=false2026.0530.7194.84
MEG-Net#Params.=1.78M, Upscaling Factor=X42026.0730.6740.949
MEG-NetParams (M)=1.77, FLOPs (G)=102.2, EPSW=false, TTA=false2026.0530.6694.9
LF-InterNetParams (M)=5.48, FLOPs (G)=50.1, EPSW=false, TTA=false2026.0530.6494.91
LFSSR#Params.=1.77M, Upscaling Factor=X42026.0730.5850.9467
resLFParams (M)=8.64, FLOPs (G)=39.7, EPSW=false, TTA=false2026.0530.3494.12
resLF#Params.=8.65M, Upscaling Factor=X42026.0730.3380.9412
LFSSRParams (M)=1.77, FLOPs (G)=128.4, EPSW=false, TTA=false2026.0530.3194.67
RCAN#Params.=15.36M, Upscaling Factor=X42026.0729.8050.9276
RCANParams (M)=15.36, FLOPs (G)=408.5, EPSW=false, TTA=false2026.0529.7692.76
EDSRParams (M)=38.89, FLOPs (G)=1017, EPSW=false, TTA=false2026.0529.6692.57
EDSR#Params.=38.89M, Upscaling Factor=X42026.0729.6560.9257
VDSR#Params.=0.67M, Upscaling Factor=X42026.0729.1860.9204
BicubicUpscaling Factor=X42026.0726.9520.8867
BicubicParams (M)=—, FLOPs (G)=—, EPSW=false, TTA=false2026.0526.9588.67
BilinearUpscaling Factor=X42026.0726.2260.8757