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Parkinson's Disease Classification research benchmarks · SOTA2 Research

Parkinson's Disease Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NeuroVoz listen-repeat recordings

82Accuracy

9

Jun 18, 2026

PADS (cross-validation)

SSL Linear Probe

93.9Accuracy (PD vs DD)

9

Apr 21, 2026

NeuroVoz vowel [u]

83.6Accuracy

1

Jun 18, 2026

NeuroVoz vowel [o]

76.3Best Accuracy

1

Jun 18, 2026

NeuroVoz vowel [i]

81.8Best Accuracy

1

Jun 18, 2026

NeuroVoz vowel [e]

74.5Accuracy

1

Jun 18, 2026

NeuroVoz vowel [a]

75.6Accuracy

1

Jun 18, 2026

Templeton et al.

92.6Accuracy

1

Apr 21, 2026

UCI ML Repository

81.67Accuracy

1

Apr 21, 2026

Popular datasets

NeuroVoz Self-collected UCI ML Repository PADS

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