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Hyperspectral Semantic Segmentation on H-City C: 128 (test)

53.09mIoULQE5
39.705243.180146.65550.1299Mar 27, 2026

Evaluation results

MethodLinks
LQE5Reduction (F)=7 Channels, Type=Proposed2026.0353.0964.8588.48
AEReduction (F)=7 Channels, Type=Learnable Layers2026.0352.0864.2489.8
LQE3Reduction (F)=5 Channels, Type=Proposed2026.0352.0663.5889.01
LQE1Reduction (F)=7 Channels, Type=Proposed2026.0351.9963.889.13
1x1ConvReduction (F)=7 Channels, Type=Learnable Layers2026.0351.6963.4688.85
CBAMReduction (F)=5 Channels, Type=Learnable Layers2026.0351.6863.0489.14
seAttnReduction (F)=7 Channels, Type=Learnable Layers2026.0351.6863.3789.21
ConvNextReduction (F)=7 Channels, Type=Learnable Layers2026.0351.5963.7489.36
ConvNextReduction (F)=5 Channels, Type=Learnable Layers2026.0351.5263.1489.13
CBAMReduction (F)=7 Channels, Type=Learnable Layers2026.0351.4362.9688.5
ECAReduction (F)=7 Channels, Type=Learnable Layers2026.0351.2863.0688.75
seAttnReduction (F)=5 Channels, Type=Learnable Layers2026.0351.0162.4188.31
LQE7Reduction (F)=5 Channels, Type=Proposed2026.0350.8763.1688.79
AEReduction (F)=5 Channels, Type=Learnable Layers2026.0350.7162.1488.25
NMFReduction (F)=5 Channels, Type=Conventional2026.0350.3461.7389.06
ECAReduction (F)=5 Channels, Type=Learnable Layers2026.0350.2962.2588.48
MNFReduction (F)=5 Channels, Type=Conventional2026.0350.2861.488.24
NMFReduction (F)=7 Channels, Type=Conventional2026.0350.2862.9388.73
LQE3Reduction (F)=7 Channels, Type=Proposed2026.0350.261.8788.53
MNFReduction (F)=7 Channels, Type=Conventional2026.0350.1162.1588
LQE1Reduction (F)=5 Channels, Type=Proposed2026.0350.0861.6388.7
LQE7Reduction (F)=7 Channels, Type=Proposed2026.0350.0261.788.78
1x1ConvReduction (F)=5 Channels, Type=Learnable Layers2026.0349.9261.988.16
PCAReduction (F)=7 Channels, Type=Conventional2026.0349.8761.7588.27
PCAReduction (F)=5 Channels, Type=Conventional2026.0349.8361.0287.79
DSCReduction (F)=7 Channels, Type=Learnable Layers2026.0349.6661.987.9
LQE3Reduction (F)=3 Channels, Type=Proposed2026.0349.6361.5888.29
ConvNextReduction (F)=3 Channels, Type=Learnable Layers2026.0349.6261.4588.7
LQE5Reduction (F)=3 Channels, Type=Proposed2026.0349.6261.9688.17
ECAReduction (F)=3 Channels, Type=Learnable Layers2026.0349.561.0788.62
seAttnReduction (F)=3 Channels, Type=Learnable Layers2026.0349.4961.2388.61
LQE1Reduction (F)=3 Channels, Type=Proposed2026.0349.4761.6488.27
LQE5Reduction (F)=5 Channels, Type=Proposed2026.0349.3161.4587.85
LQE7Reduction (F)=3 Channels, Type=Proposed2026.0349.2260.7588.13
PCAReduction (F)=3 Channels, Type=Conventional2026.0349.0861.188.12
1x1ConvReduction (F)=3 Channels, Type=Learnable Layers2026.0349.0561.1587.27
ICAReduction (F)=7 Channels, Type=Conventional2026.0348.8960.8787.13
ICAReduction (F)=3 Channels, Type=Conventional2026.0348.8360.8287.39
NMFReduction (F)=3 Channels, Type=Conventional2026.0348.8261.4488.55
AEReduction (F)=3 Channels, Type=Learnable Layers2026.0348.7360.8486.94
MNFReduction (F)=3 Channels, Type=Conventional2026.0348.7260.5987.98
ICAReduction (F)=5 Channels, Type=Conventional2026.0347.9460.386.34
CBAMReduction (F)=3 Channels, Type=Learnable Layers2026.0346.9258.9985.65
DSCReduction (F)=5 Channels, Type=Learnable Layers2026.0344.6356.0580.18
DSCReduction (F)=3 Channels, Type=Learnable Layers2026.0340.2250.5474.46