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Critical transition detection research benchmarks · SOTA2 Research

Critical transition detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

85.9AUROC

9

May 13, 2026

R-AMOC Semi-real

0.913AUROC

9

May 13, 2026

R-Compost Semi-real

76.7AUROC

9

May 13, 2026

0.892AUROC

9

May 13, 2026

R-Bautin Semi-real

0.7AUROC

9

May 13, 2026

B-AMOC Semi-real

94.8AUROC

9

May 13, 2026

B-SEIRx Semi-real

90.5AUROC

9

May 13, 2026

B-RM Hopf Semi-real

0.904AUROC

9

May 13, 2026

0.963AUROC

9

May 13, 2026

B-Harv. Semi-real

97.4AUROC

9

May 13, 2026

B-Trans Canonical

0.95AUROC

9

May 13, 2026

B-Hopf Canonical

0.952AUROC

9

May 13, 2026

B-Fold Canonical

95.5AUROC

9

May 13, 2026

DaphniaExt Real-world

0.833AUROC

8

May 13, 2026

56.5AUROC

8

May 13, 2026

SWEC-iEEG Real-world

81.6AUROC

8

May 13, 2026

Popular datasets

TAC All Datasets B-Fold B-Hopf B-Trans

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