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ResearchFormerly WizWand

HSI Reconstruction on KAIST 10 scenes (Scene5)

35.21PSNRDiffSCI
20.85824.58428.3132.036Mar 4, 2022Jun 16, 2022Sep 28, 2022Jan 10, 2023Apr 24, 2023Aug 6, 2023Nov 19, 2023
Updated 8mo ago

Evaluation results

MethodLinks
DiffSCICategory=Zero-Shot2023.1135.210.946
MST++Category=Transformer (Supervised)2023.1133.270.954
CST-L+Category=Transformer (Supervised)2023.1132.950.957
MST-LCategory=Transformer (Supervised)2023.1132.840.949
HDNetCategory=Transformer (Supervised)2023.1132.560.948
HDNet2022.0332.490.9565
ADMM-NetCategory=Deep Unfolding (Supervised)2023.1131.830.924
GAP-NetCategory=Deep Unfolding (Supervised)2023.1131.440.921
TSA-NetCategory=CNN (Supervised)2023.1129.470.884
TSA-Net2022.0329.390.8835
DNU2022.0329.030.8326
DGSMP2022.0328.860.882
DGSMPCategory=Deep Unfolding (Supervised)2023.1128.860.882
HSSP2022.0328.530.8084
PnP-CASSICategory=PnP (Zero-Shot)2023.1127.450.798
DIP-HSICategory=PnP (Zero-Shot)2023.1127.450.796
λ-Net2022.0326.190.8166
λ-NetCategory=CNN (Supervised)2023.1126.190.817
DeSCICategory=Model2023.1125.410.778
HLRTFCategory=Tensor Network (Self-Supervised)2023.1125.330.76
GAP-TVCategory=Model2023.1124.330.778
DeSCI2022.0323.940.7057
GAP-TV2022.0323.640.7033
TwIST2022.0321.410.6351
TwISTCategory=Model2023.1121.410.635