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Binary classification (Human vs Machine speech) research benchmarks · SOTA2 Research

Binary classification (Human vs Machine speech)

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Overall OOD (test)

interpretable AI judge

97.4Accuracy

1

Mar 4, 2026

MultiDialog (Human-Human) OOD (test)

interpretable AI judge

95.31Accuracy

1

Mar 4, 2026

Fisher (Human-Human) OOD (test)

interpretable AI judge

98.44Accuracy

1

Mar 4, 2026

CosyVoice2 Pseudo Human OOD (test)

interpretable AI judge

98.44Accuracy

1

Mar 4, 2026

Inner In-Domain (test)

interpretable AI judge

96.05Accuracy

1

Mar 4, 2026

Popular datasets

OOD Fisher MultiDialog Inner CosyVoice

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