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Papers Benchmarks Datasets Tasks

Crop disease diagnosis research benchmarks · SOTA2 Research

Crop disease diagnosis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Mean across crops (Soybean, Corn, Tomato, Mango)

Agent + internet KB

16.2Mean Improvement (pp)

8

May 12, 2026

Mango 4 classes

Agent + internet KB

97.5Accuracy

8

May 12, 2026

Tomato 20 classes

Agent + internet KB

76.1Accuracy

8

May 12, 2026

Corn 30 classes

Agent + internet KB

60.2Accuracy

8

May 12, 2026

Soybean 25 classes

Agent + internet KB

48.6Accuracy

8

May 12, 2026

Popular datasets

TOMATO CORN Soybean Mango Mean across crops

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