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Papers Benchmarks Datasets Tasks

Pansharpening research benchmarks – Page 3 · SOTA2 Research

Pansharpening

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Landsat Full-resolution Ave real-world (scenes)

0.096D_lambda

11

Mar 4, 2026

Jilin Full-resolution Ave real-world (scenes)

0.041D_lambda

11

Mar 4, 2026

44.655PSNR

11

Mar 4, 2026

41.036PSNR

11

Mar 4, 2026

39.293PSNR

11

Mar 4, 2026

Quickbird Chilika Lake subscene reduced-resolution

90.23Q4

10

Feb 26, 2026

IKONOS Hobart reduced-resolution 256x256 subscene

0.912Q4

10

Feb 26, 2026

0.04Params (M)

9

Feb 26, 2026

SatFusion* (Avg.)

37.77PSNR

8

Apr 8, 2026

SatFusion* (Avg.)

44.59PSNR

8

Apr 8, 2026

38.042PSNR

8

Apr 8, 2026

34.76PSNR

8

Apr 8, 2026

LLaRS Pansharpening

0.072SAM

8

Apr 8, 2026

WV2 Simulated (test)

84.61Q2n

8

Mar 17, 2026

WV3 Simulated (test)

0.835Q2n

8

Mar 17, 2026

Model Complexity

0.048Params (M)

8

Mar 4, 2026

WorldView-2 (WV2) reduced-resolution (RR)

4.689SAM

7

Feb 26, 2026

0.937HQNR

5

Mar 17, 2026

Gaofen-2 (GF2) reduced-resolution (test)

0.645SAM

5

Feb 26, 2026

GeoEye-1 (Genoa)

—

—Primary metric

0

Feb 26, 2026

Page 3 of 3

Popular datasets

WorldView-3 Quickbird GaoFen-2 WV3 GF2

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