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Cloud and Shadow Segmentation research benchmarks · SOTA2 Research

Cloud and Shadow Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SPARCS (fold 1)

85.11Avg mIoU

10

Feb 26, 2026

MethaneSAT (test)

81.96Accuracy

6

Feb 26, 2026

Landsat 8 RefUNet (test)

Cloud-Net+ + SDAA + FJL2

94.59Precision (Cloud)

4

Feb 26, 2026

Biome 8 (30% test)

Cloud-Net+ + SDAA + FJL2

94.89Precision (cloud)

4

Feb 26, 2026

Biome 8 24 scenes with shadow

Cloud-Net+ + SDAA + FJL1

95.62Accuracy

4

Feb 26, 2026

SPARCS 8 scenes (test)

0.924Jaccard (cloud)

3

Feb 26, 2026

Popular datasets

SPARCS Biome Landsat MethaneSAT

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