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Papers Benchmarks Datasets Tasks

Interventional Target Recovery research benchmarks · SOTA2 Research

Interventional Target Recovery

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Synthetic Non-linear SEM Gumbel noise, d=10

100AUPRC

14

May 19, 2026

Non-linear SEM with Gaussian noise Shift Interventions

100AUPRC

8

May 19, 2026

Linear SEM Gumbel Noise (test)

100AUPRC

6

May 19, 2026

Linear SEM Exponential Noise (test)

100AUPRC

6

May 19, 2026

Linear SEM Gaussian Noise (test)

100AUPRC

6

May 19, 2026

Synthetic Non-linear SEM Exponential noise, d=10

100AUPRC

6

May 19, 2026

Synthetic Non-linear SEM Gaussian noise, d=10

1AUPRC

6

May 19, 2026

Popular datasets

Synthetic Non-linear SEM Linear SEM Non-linear SEM

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