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SOTA Hyperspectral Image Fusion benchmarks and papers with code | Wizwand
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Hyperspectral Image Fusion
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
PaviaU (Out-of-Distribution)
SSA
PSNR
36.68
19
1mo ago
Chikusei (Out-of-Distribution)
SSA
PSNR
33.76
19
1mo ago
WashingtonDC (Out-of-Distribution)
SSA
PSNR
45.08
19
1mo ago
AVIRIS 6 Bands HR-MSI
HSSDCT
PSNR
40.227
12
1mo ago
AVIRIS 4 Bands HR-MSI
HSSDCT
PSNR
37.212
12
1mo ago
PaviaU
CoFusion
D_lambda
0.0882
9
5d ago
CAVE
CoFusion
D_lambda
0.0715
9
5d ago
Chikusei
CoFusion
D_lambda
0.0638
9
5d ago
NTIRE 2018 (test)
MossFuse
PSNR
48.64
9
24d ago
Harvard (test)
MossFuse
PSNR
44.62
9
24d ago
CAVE (test)
MossFuse
PSNR
42.15
9
24d ago
Gaofen5
ASSR-Net
QNR
98.73
8
11d ago
PaviaC x8 out-of-distribution 2 examples (test)
Ours
PSNR
38.59
7
1mo ago
PaviaC x4 in-distribution 2 examples (test)
Ours
PSNR
45.92
7
1mo ago
CAVE x8 out-of-distribution 10 examples (test)
DCFormer
PSNR
41.46
7
1mo ago
CAVE x4 in-distribution 10 examples (test)
Ours
PSNR
45.96
7
1mo ago
PaviaU In-Distribution
SSA
PSNR
40.44
7
1mo ago
Botswana x8 scale (Out-of-Distribution)
SSA
PSNR
39.89
7
1mo ago
Botswana x4 scale (In-Distribution)
SSA
PSNR
45.31
7
1mo ago
Harvard Out-of-Distribution (x8) (test)
SSA
PSNR
42.73
7
1mo ago
Harvard In-Distribution (x4) (test)
SSA
PSNR
44.81
7
1mo ago
Chikusei (In-Distribution)
SSA
PSNR
39.35
7
1mo ago
WashingtonDC (In-Distribution)
SSA
PSNR
48.91
7
1mo ago
Chikusei (simulated)
ARGS-Diff
PSNR
41.9
7
1mo ago
PaviaC x32 out-of-distribution 2 examples (test)
Ours
PSNR
32.79
6
1mo ago
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