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Feature shift detection research benchmarks · SOTA2 Research

Feature shift detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UCI Gas Sensor Array (Shuffled)

97.78Precision

6

Feb 26, 2026

UCI Gas Sensor Array (Unshuffled)

11.11Precision

6

Feb 26, 2026

UCI Appliance Energy Prediction (Shuffled)

77.89Precision

6

Feb 26, 2026

UCI Appliance Energy Prediction (Unshuffled)

55Precision

6

Feb 26, 2026

CDC COVID-19 (Shuffled)

76Precision

3

Feb 26, 2026

CDC COVID-19 (Unshuffled)

50Precision

3

Feb 26, 2026

Popular datasets

UCI Appliance Energy Prediction UCI Gas Sensor Array CDC COVID-19

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