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ResearchFormerly WizWand

Predictive Performance

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

85.2AUROC

18

May 7, 2026

Reasoning-Aware Multi-View Learning Framework

73.1Accuracy

9

May 7, 2026

Reasoning-Aware Multi-View Learning Framework

83.5Accuracy

9

May 7, 2026

Duffing oscillator parameter shifts Param-Ext (OOD T3)

3.44MSE

3

Jun 18, 2026

Duffing oscillator cross-basin Regime-Ext (OOD T2)

4.93MSE (OOD T2)

3

Jun 18, 2026

Duffing oscillator ID (in-distribution)

4.75MSE

3

Jun 18, 2026

Lotka-Volterra modified (out-of-distribution T3)

1.71MSE

3

Jun 18, 2026

Lotka-Volterra modified (out-of-distribution T2)

1.21MSE

3

Jun 18, 2026

Lotka-Volterra modified (in-distribution)

1.64MSE

3

Jun 18, 2026