Causal Bayesian Optimization

Benchmarks

Dataset Name	SOTA Method	Metric
ECOLI70 target #1583, no-parent intervention (intervention sweep)	CBO	Mean Score0.893	6	1d ago
Synthetic data NONSTAT. (10 observational datasets and 10 replicates)	ABO	Avg Modified Gap Measure0.38	4	3mo ago
Synthetic data IND.	DCBO	Avg Modified Gap Measure46	4	3mo ago
Synthetic data MULTIV. (10 observational datasets and 10 replicates)		Avg Modified Gap Measure0.4	4	3mo ago
Synthetic data NOISY (10 observational datasets and 10 replicates)	ABO	Avg Modified Gap Measure0.47	4	3mo ago
Synthetic data MISS. 10 observational datasets and 10 replicates		Average Modified Gap Measure47	4	3mo ago
Synthetic data (STAT.) (10 observational datasets and 10 replicates)	ABO	Avg Modified Gap Measure0.47	4	3mo ago
Real data ODE	DCBO	Average Gt67	4	3mo ago
ECON Real data	DCBO	Average Gt64	4	3mo ago
Synthetic NONSTAT	DCBO	Average Gt69	4	3mo ago
Synthetic IND	ABO	Average Gt54	4	3mo ago
Synthetic MULTIV	DCBO	Average Gt49	4	3mo ago
Synthetic NOISY	DCBO	Average GT75	4	3mo ago
MISS Synthetic	DCBO	Average Gt84	4	3mo ago
Synthetic STAT	DCBO	Average Gt88	4	3mo ago
ECOLI70 yaeM	CBO	Mean-4.6304	3	1d ago
Healthcare PSA		Mean5.1461	3	1d ago
Synthetic DAG		Mean-1.9216	3	1d ago
Toy chain	GC-CBO	Mean-2.1693	3	1d ago
ECOLI70 b1583 no-parent	CBO	Mean0.668	2	1d ago

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