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Papers Benchmarks Datasets Tasks

Causal Bayesian Optimization research benchmarks · SOTA2 Research

Causal Bayesian Optimization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ECOLI70 target #1583, no-parent intervention (intervention sweep)

0.893Mean Score

6

Jun 2, 2026

Synthetic data NONSTAT. (10 observational datasets and 10 replicates)

0.38Avg Modified Gap Measure

4

Feb 26, 2026

Synthetic data IND.

46Avg Modified Gap Measure

4

Feb 26, 2026

Synthetic data MULTIV. (10 observational datasets and 10 replicates)

0.4Avg Modified Gap Measure

4

Feb 26, 2026

Synthetic data NOISY (10 observational datasets and 10 replicates)

0.47Avg Modified Gap Measure

4

Feb 26, 2026

Synthetic data MISS. 10 observational datasets and 10 replicates

47Average Modified Gap Measure

4

Feb 26, 2026

Synthetic data (STAT.) (10 observational datasets and 10 replicates)

0.47Avg Modified Gap Measure

4

Feb 26, 2026

67Average Gt

4

Feb 26, 2026

64Average Gt

4

Feb 26, 2026

Synthetic NONSTAT

69Average Gt

4

Feb 26, 2026

54Average Gt

4

Feb 26, 2026

Synthetic MULTIV

49Average Gt

4

Feb 26, 2026

Synthetic NOISY

75Average GT

4

Feb 26, 2026

84Average Gt

4

Feb 26, 2026

88Average Gt

4

Feb 26, 2026

-4.63Mean

3

Jun 2, 2026

5.146Mean

3

Jun 2, 2026

-1.922Mean

3

Jun 2, 2026

-2.169Mean

3

Jun 2, 2026

ECOLI70 b1583 no-parent

0.668Mean

2

Jun 2, 2026

Popular datasets

Synthetic Data Synthetic Ecoli STAT MISS

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