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Crop Classification research benchmarks · SOTA2 Research

Crop Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CDDMBench 1.0 (test)

63.38Accuracy

16

Feb 26, 2026

Ethiopian ATA and NASA dataset

98.8Accuracy

11

Mar 27, 2026

USA 2020 (test)

96.37Overall Accuracy

6

Apr 15, 2026

USA 2017 (test)

95.52Overall Accuracy

6

Apr 15, 2026

CropHarvest Kenya

71.8AUC

4

Feb 26, 2026

TimeMatch Denmark → South of France 1.0 (test)

57.7Accuracy

3

Jul 9, 2026

TimeMatch South of France → Denmark 1.0 (test)

38.6Accuracy

3

Jul 9, 2026

CropHarvest Togo

90.9AUC

3

Feb 26, 2026

Ethiopia Crop (test)

44.92Accuracy

2

Apr 14, 2026

CropHarvest Togo (test)

83.01F1 Score

2

Apr 14, 2026

Popular datasets

CropHarvest USA TimeMatch CDDMBench Ethiopian ATA and NASA

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