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SOTA Hyperspectral Image Super-Resolution benchmarks and papers with code | Wizwand
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Hyperspectral Image Super-Resolution
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
PaviaU (test)
CoFusion
MPSNR
41.3824
66
3mo ago
CAVE (test)
CoFusion
PSNR
51.5247
40
1mo ago
Pavia University
CLIMB
mERGAS
0.2152
40
4mo ago
Chikusei (test)
CoFusion
PSNR
53.0875
27
3mo ago
PaviaC (test)
DDSRNet
MPSNR
36.39
27
4mo ago
Kennedy Space Center
SpectraMorph
RMSE
0.043
20
2mo ago
Pavia University Mean value of 80 LR HSI-HR MSI configurations
Oracle
RMSE
0.0216
20
2mo ago
Pavia Centre (test)
SDANet
PSNR
32.2392
18
2mo ago
Chikusei 512x512x128 cubes (test)
SDANet
PSNR
40.506
18
2mo ago
Chikusei
MCNet
mPSNR
39.63
15
4mo ago
Urban
MCNet-DL
mPSNR
30.47
15
4mo ago
ICVL simulated 3 (test)
UAFL
PSNR
41.84
13
4mo ago
REAL Scale Factor x16
UAFL
PSNR
32.28
13
4mo ago
REAL Scale Factor x8
UAFL
PSNR
37.23
13
4mo ago
REAL Scale Factor x4
UAFL
PSNR
42.05
13
4mo ago
Pavia Center (test)
Oracle
RMSE
0.02
11
2mo ago
Washington DC
CLIMB
RSNR
30.37
10
4mo ago
Pavia University (test)
BCLIMB
RSNR
27.5
10
4mo ago
Jasper Ridge
CLIMB
RSNR
29.95
10
4mo ago
Urban 16 patches
RDN-DL
mPSNR
27.784
10
4mo ago
Botswana without 1 band HR image (test)
MIMO-SST
RMSE
0.0125
9
2mo ago
Washington DC Mall
MIMO-SST
RMSE
0.0219
9
2mo ago
Kennedy Space Center without 1 band HR image
Spectra Lift
RMSE
0.0418
9
2mo ago
Washington DC without 1 band HR image (test)
Spectra Lift
RMSE
0.0127
9
2mo ago
Pavia Center without 1 band HR image
MIMO-SST
RMSE
0.0147
9
2mo ago
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