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Papers Benchmarks Datasets Tasks

Hyperspectral Image Fusion research benchmarks · SOTA2 Research

Hyperspectral Image Fusion

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

42.15PSNR

20

Apr 23, 2026

PaviaU (Out-of-Distribution)

36.68PSNR

19

Feb 26, 2026

Chikusei (Out-of-Distribution)

33.76PSNR

19

Feb 26, 2026

WashingtonDC (Out-of-Distribution)

45.08PSNR

19

Feb 26, 2026

AVIRIS 6 Bands HR-MSI

40.227PSNR

12

Feb 26, 2026

AVIRIS 4 Bands HR-MSI

37.212PSNR

12

Feb 26, 2026

0.088D_lambda

9

Apr 14, 2026

0.072D_lambda

9

Apr 14, 2026

0.064D_lambda

9

Apr 14, 2026

NTIRE 2018 (test)

48.64PSNR

9

Mar 25, 2026

44.62PSNR

9

Mar 25, 2026

98.73QNR

8

Apr 8, 2026

PaviaU ×8 (test)

0.01RMSE

7

Jun 1, 2026

PaviaC x8 out-of-distribution 2 examples (test)

38.59PSNR

7

Feb 26, 2026

PaviaC x4 in-distribution 2 examples (test)

45.92PSNR

7

Feb 26, 2026

CAVE x8 out-of-distribution 10 examples (test)

41.46PSNR

7

Feb 26, 2026

CAVE x4 in-distribution 10 examples (test)

45.96PSNR

7

Feb 26, 2026

PaviaU In-Distribution

40.44PSNR

7

Feb 26, 2026

Botswana x8 scale (Out-of-Distribution)

39.89PSNR

7

Feb 26, 2026

Botswana x4 scale (In-Distribution)

45.31PSNR

7

Feb 26, 2026

Harvard Out-of-Distribution (x8) (test)

42.73PSNR

7

Feb 26, 2026

Harvard In-Distribution (x4) (test)

44.81PSNR

7

Feb 26, 2026

Chikusei (In-Distribution)

39.35PSNR

7

Feb 26, 2026

WashingtonDC (In-Distribution)

48.91PSNR

7

Feb 26, 2026

Chikusei (simulated)

41.9PSNR

7

Feb 26, 2026

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CAVE Harvard Chikusei Botswana PaviaU

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