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Papers Benchmarks Datasets Tasks

Pansharpening research benchmarks – Page 2 · SOTA2 Research

Pansharpening

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

WorldView-3 Reduced Resolution

2.783SAM

16

Feb 26, 2026

WV3 reduced-resolution 8-band (test)

2.885SAM

16

Feb 26, 2026

WV3 reduced-resolution

2.81SAM

15

May 19, 2026

QuickBird (QB) reduced-resolution

26.852SAM

15

May 19, 2026

GF2 20 full-resolution samples

0.018Dx

15

Feb 26, 2026

QuickBird (QB) real-world data (test)

0.947HQNR

14

Apr 13, 2026

GaoFen-2 real-world data (test)

0.963HQNR

14

Apr 13, 2026

93.67HQNR

14

Mar 17, 2026

95.85HQNR

14

Mar 17, 2026

97.06HQNR

14

Mar 17, 2026

Pavia Center dataset (test)

0.98CC

14

Feb 26, 2026

Botswana (test)

0.974CC

14

Feb 26, 2026

0.974CC

14

Feb 26, 2026

QuickBird (test)

31.497PSNR

14

Feb 26, 2026

Landsat8 (test)

38.994PSNR

14

Feb 26, 2026

WorldView-3 Full (20 full-resolution samples)

0.015Dλ (Spectral Divergence)

13

Feb 26, 2026

WorldView-3 Reduced (20 samples)

2.857SAM

13

Feb 26, 2026

Gaofen-2 (GF2) Reduced-Resolution (20 samples)

0.645SAM

13

Feb 26, 2026

QuickBird (QB) Reduced-resolution (20 samples)

4.369SAM

13

Feb 26, 2026

GF2 reduced-resolution (test)

49.909PSNR

12

Feb 26, 2026

Pancollection WV3 Full-resolution (test)

0.014D_lambda

11

Jun 17, 2026

Pancollection WV3 Reduced-resolution (test)

2.91SAM

11

Jun 17, 2026

Pancollection GF2 Reduced-resolution (test)

0.703SAM

11

Jun 17, 2026

GaoFen-2 Full-Resolution

0.065D_λ (Spectral Distortion)

11

Apr 15, 2026

Skysat Full-resolution Ave real-world

0.135D_lambda

11

Mar 4, 2026

Page 2 of 3

Popular datasets

WorldView-3 Quickbird GaoFen-2 WV3 GF2

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