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Lithology Classification research benchmarks · SOTA2 Research

Lithology Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

45.12Precision

25

May 6, 2026

53.12Precision

25

May 6, 2026

86.47Precision

25

May 6, 2026

47.25Precision

12

Apr 24, 2026

Daqing Oilfield dataset private (blind test well)

95.4Accuracy

6

Mar 11, 2026

Kansas cross-well public (test)

94.7Accuracy

6

Mar 11, 2026

Popular datasets

Geolink SEAM Kansas cross-well Daqing Oilfield Facies

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