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Papers Benchmarks Datasets Tasks

Cloud Removal research benchmarks – Page 2 · SOTA2 Research

Cloud Removal

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SEN12MS-CR (scene-level extreme splitting)

29.12PSNR

7

Jun 9, 2026

35.89PSNR

7

Apr 6, 2026

LuojiaSET-OSFCR (test)

33.1PSNR

7

Feb 26, 2026

WHU-OPT-SAR (test)

82.36SSIM

6

Mar 24, 2026

91.85SSIM

6

Mar 24, 2026

0.026MAE

6

Feb 26, 2026

0.013MAE

5

May 28, 2026

Atlanta City satellite imagery 1000 x 1000

16.07Runtime (s)

4

May 22, 2026

Atlanta City satellite imagery 400 x 400

1.65Runtime

4

May 22, 2026

Multi-temporal Real-world Cloud-degraded Scenes Yunnan

19.865PSNR

4

Mar 10, 2026

Multi-temporal Real-world Cloud-degraded Scenes Jiangsu

19.904PSNR

4

Mar 10, 2026

Multi-temporal Real-world Cloud-degraded Scenes Hubei

27.188PSNR

4

Mar 10, 2026

Multi-temporal Real-world Cloud-degraded Scenes Qinghai

18.771PSNR

4

Mar 10, 2026

Multi-temporal Real-world Cloud-degraded Scenes (Hainan)

19.155PSNR

4

Mar 10, 2026

Multi-temporal Real-world Cloud-degraded Scenes Sichuan

22.562PSNR

4

Mar 10, 2026

Atlanta City satellite imagery 2000 x 2000

68.24Runtime (s)

2

May 22, 2026

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Popular datasets

Multi-temporal Real-world Cloud-degraded Scenes Vaihingen CUHKCR Potsdam SEN12MS

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