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ResearchFormerly WizWand

HSI Reconstruction on KAIST 10 scenes (Scene2)

40.95PSNRRDLUF-MixS2
20.888426.096731.30536.5133Mar 4, 2022Jun 16, 2022Sep 28, 2022Jan 10, 2023Apr 24, 2023Aug 6, 2023Nov 19, 2023
Updated 8mo ago

Evaluation results

MethodLinks
RDLUF-MixS2Number of stages=92022.1140.9597.7
RDLUF-MixS2Number of stages=72022.1140.4597.6
RDLUF-MixS2Number of stages=52022.1139.3997.1
DAUHST-9stgNumber of stages=92022.1139.0296.7
RDLUF-MixS2Number of stages=32022.1138.4896.5
CST-L*Model size=Large2022.1136.8495.5
CST-L+Category=Transformer (Supervised)2023.1136.7995.7
MST++Category=Transformer (Supervised)2023.1136.2294.9
MST-LCategory=Transformer (Supervised)2023.1136.1394.8
MST-LModel size=Large2022.1135.8794.4
HDNet2022.1135.6794
HDNetCategory=Transformer (Supervised)2023.1135.6494.3
DiffSCICategory=Zero-Shot2023.1134.690.5
ADMM-NetCategory=Deep Unfolding (Supervised)2023.1133.5790.4
GAP-NetCategory=Deep Unfolding (Supervised)2023.1133.1990.2
HDNet2022.0332.5295.31
DGSMP2022.0332.0989.77
DGSMPCategory=Deep Unfolding (Supervised)2023.1132.0989.8
DGSMP2022.1132.0989.8
DNU2022.0331.1384.64
DNU2022.1131.1384.6
HSSP2022.0331.0984.22
HSSP2022.1131.0984.2
TSA-NetCategory=CNN (Supervised)2023.1131.0386.3
TSA-Net2022.033185.83
λ-Net2022.0328.4980.54
λ-NetCategory=CNN (Supervised)2023.1128.4980.5
PnP-CASSICategory=PnP (Zero-Shot)2023.1128.0570.8
HLRTFCategory=Tensor Network (Self-Supervised)2023.1126.2467.9
DeSCICategory=Model2023.112670.1
DIP-HSICategory=PnP (Zero-Shot)2023.1125.8969.9
DeSCI2022.0323.0461.98
DeSCI2022.1123.0462
TwIST2022.0323.0260.38
TwISTCategory=Model2023.1123.0260.4
TwIST2022.1123.0260.4
GAP-TV2022.0322.8961.03
GAP-TV2022.1122.8961
GAP-TVCategory=Model2023.1121.6672.4