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ResearchFormerly WizWand

Hyperspectral Image Super-resolution on Kennedy Space Center

0.043RMSESpectraMorph
0.0424030.0463660.050330.054294Jul 17, 2025Aug 2, 2025Aug 18, 2025Sep 4, 2025Sep 20, 2025Oct 6, 2025Oct 23, 2025
Updated 5mo ago

Evaluation results

MethodLinks
SpectraMorphSupervised=false, Time (s)=42.31, Params (M)=0.0425, FLOPs (G)=27.84, GPU Mem (MB)=223.822025.100.04327.3793.496.18.248.22
SpectraLiftTime (s)=92.24, Params (M)=0.0327, FLOPs (G)=20.42, GPU Mem (MB)=211.062025.070.044727.192.595.78.418.7
SpectraLiftSupervised=false, Time (s)=92.24, Params (M)=0.0327, FLOPs (G)=20.42, GPU Mem (MB)=211.062025.100.044727.192.595.78.418.7
C2FFTime (s)=77.24, Params (M)=0.0913, FLOPs (G)=5.42, GPU Mem (MB)=707.952025.070.045426.9792.295.68.58.9
C2FFSupervised=true, Time (s)=77.24, Params (M)=0.0913, FLOPs (G)=5.42, GPU Mem (MB)=707.952025.100.045426.9792.295.68.58.9
OracleSupervised=false2025.100.046326.7194.196.38.718.59
SDPTime (s)=643.65, Params (M)=6.1322, FLOPs (G)=388.55, GPU Mem (MB)=4209.392025.070.046626.7390.694.98.639.65
SDPSupervised=true, Time (s)=643.65, Params (M)=6.1322, FLOPs (G)=388.55, GPU Mem (MB)=4209.392025.100.046626.7390.694.98.639.65
MIMO-SSTTime (s)=305.21, Params (M)=2.1361, FLOPs (G)=56.79, GPU Mem (MB)=363.682025.070.046626.6891.794.18.79.47
MIMO-SSTSupervised=true, Time (s)=305.21, Params (M)=2.1361, FLOPs (G)=56.79, GPU Mem (MB)=363.682025.100.046626.6891.794.18.79.47
MIAETime (s)=189.24, Params (M)=0.0996, FLOPs (G)=31.12, GPU Mem (MB)=711.062025.070.048626.4190.796.28.548.88
MIAESupervised=true, Time (s)=189.24, Params (M)=0.0996, FLOPs (G)=31.12, GPU Mem (MB)=711.062025.100.048626.4190.796.28.548.88
GuidedNetTime (s)=374.44, Params (M)=6.0301, FLOPs (G)=176.43, GPU Mem (MB)=71.322025.070.049526.1191.395.69.179.25
GuidedNetSupervised=true, Time (s)=374.44, Params (M)=6.0301, FLOPs (G)=176.43, GPU Mem (MB)=71.322025.100.049526.1191.395.69.179.25
FeINFNTime (s)=2206.34, Params (M)=3.6520, FLOPs (G)=261.73, GPU Mem (MB)=984.152025.070.050126.0290.293.29.0710.77
FeINFNSupervised=true, Time (s)=2206.34, Params (M)=3.6520, FLOPs (G)=261.73, GPU Mem (MB)=984.152025.100.050126.0290.293.29.0710.77
FusFormerTime (s)=6976.85, Params (M)=0.1811, FLOPs (G)=787.98, GPU Mem (MB)=6322.092025.070.051225.8288.892.19.2611.57
FusFormerSupervised=true, Time (s)=6976.85, Params (M)=0.1811, FLOPs (G)=787.98, GPU Mem (MB)=6322.092025.100.051225.8288.892.19.2611.57
SSSRTime (s)=70.70, Params (M)=0.0284, FLOPs (G)=0.000057, GPU Mem (MB)=211.062025.070.057725.0585.1939.5410.08
SSSRSupervised=false, Time (s)=70.70, Params (M)=0.0284, FLOPs (G)=0.000057, GPU Mem (MB)=211.062025.100.057725.0585.1939.5410.08