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ASD Classification research benchmarks · SOTA2 Research

ASD Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

71.58Accuracy

11

Jul 3, 2026

79.1Accuracy

11

May 29, 2026

ABIDE-I (10-fold cross-validation)

Multimodal population graph learning framework

87.3AUC

9

Mar 17, 2026

ABIDE I UM NYU (train test)

57.07Accuracy

9

Feb 26, 2026

ABIDE I (train: NYU, test: UM)

61.09Accuracy

9

Feb 26, 2026

ABIDE I (complete)

Enhanced GCN With Graph Attention

0.748Test Accuracy

7

Feb 26, 2026

ABIDE I (partial)

FR-NN with C-NN

0.85Test Accuracy

6

Feb 26, 2026

Popular datasets

ABIDE ABIDE-I Biopoint

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