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Models/Lambda-PNN

Lambda-PNN

Reported on 24 benchmarks across 1 task · 1 paper · 24 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision24 results

Image FusiononGeoEye-1 PairMax
D_lambda· 2023-07-26
0.049
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononGeoEye-1 PairMax
D_lambda_aligned· 2023-07-26
0.026
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononGeoEye-1 PairMax
D_rho· 2023-07-26
0.042
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononGeoEye-1 PairMax
R-ERGAS· 2023-07-26
3.193
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononWorldView-3 PAirMax
D_lambda· 2023-07-26
0.066
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononWorldView-3 PAirMax
D_lambda_aligned· 2023-07-26
0.031
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononWorldView-3 PAirMax
D_rho· 2023-07-26
0.033
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononWorldView-3 PAirMax
R-ERGAS· 2023-07-26
2.526
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononWorldView-2 Washington
D_lambda· 2023-07-26
0.051
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononWorldView-2 Washington
D_lambda_aligned· 2023-07-26
0.02
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononWorldView-2 Washington
D_rho· 2023-07-26
0.042
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononWorldView-2 Washington
R-ERGAS· 2023-07-26
1.291
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononWorldView-2 PairMax
D_lambda· 2023-07-26
0.055
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononWorldView-2 PairMax
D_lambda_aligned· 2023-07-26
0.024
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononWorldView-2 PairMax
D_rho· 2023-07-26
0.05
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononWorldView-2 PairMax
R-ERGAS· 2023-07-26
2.246
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononWorldView-3 Adelaide
D_lambda· 2023-07-26
0.095
best: 0.1482 (Z-PNN)
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononWorldView-3 Adelaide
D_lambda_aligned· 2023-07-26
0.021
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononWorldView-3 Adelaide
D_rho· 2023-07-26
0.044
best: 0.1389 (Fast Z-PNN)
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononWorldView-3 Adelaide
R-ERGAS· 2023-07-26
1.978
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononGeoEye-1 Genoa
D_lambda· 2023-07-26
0.134
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononGeoEye-1 Genoa
D_lambda_aligned· 2023-07-26
0.043
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononGeoEye-1 Genoa
D_rho· 2023-07-26
0.054
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403
Image FusiononGeoEye-1 Genoa
R-ERGAS· 2023-07-26
2.22
SOTA
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity arXiv:2307.14403