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ResearchFormerly WizWand

Pan-sharpening

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

WV3 Reduced-Resolution

2.689SAM

32

Feb 26, 2026

GaoFen2 real-world full-resolution

0.064D_lambda

24

Feb 26, 2026

WorldView III (test)

31.231PSNR

24

Feb 26, 2026

QB Reduced-Resolution

38.361PSNR

22

Feb 26, 2026

47.993PSNR

21

Mar 24, 2026

WorldView-3 Lower-scale with misaligned MS (test)

0.844SCC

14

Feb 26, 2026

WorldView-3 Full-scale with aligned MS (test)

0.964Spectral Correlation (Fidelity)

14

Feb 26, 2026

WorldView-3 Lower-scale with aligned MS (test)

94SCC

14

Feb 26, 2026

42.312PSNR

13

Feb 26, 2026

WorldView II (test)

41.759PSNR

11

Feb 26, 2026

30.679PSNR

8

Mar 24, 2026

Pan-sharpening 128x128 PAN, 32x32 MS

1.308FLOPs (G)

8

Feb 26, 2026

22.85PSNR

5

Feb 26, 2026