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Autism Spectrum Disorder Classification research benchmarks · SOTA2 Research

Autism Spectrum Disorder Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

FedASD Global (test)

67.65Mean AUC

17

Mar 13, 2026

FedASD Local (test)

79.8AUC (Europe)

17

Mar 13, 2026

Brain-Semantoks

65.44Mean Balanced Acc

11

Feb 26, 2026

ABIDE I pre-processed (UM site)

77.27Accuracy

9

Feb 26, 2026

ABIDE I pre-processed (NYU site)

74.27Accuracy

9

Feb 26, 2026

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