Insurance

Benchmarks

Task Name	Dataset Name	SOTA Result
Bayesian network structure discovery	Insurance	SHD35.6	26
Regression	insurance	nRMSE0.378	12
Causal Discovery	Insurance	Precision99	9
Ranking direct causal variables	Insurance Airbag	Average Ranking3.54	5
Ranking direct causal variables	Insurance Antilock	Average Rank8.63	5
Ranking direct causal variables	Insurance Vehicleyear	Average Ranking29.14	5
Ranking direct causal variables	Insurance Othercar	Average Rank2.28	5
Causal Variable Selection	Insurance Airbag	Computation Time (s)2.77	5
Causal Variable Selection	Insurance Antilock	Computation Time (sec)5.72	5
Causal Variable Selection	Insurance Vehicleyear	Computation Time (s)5.33	5
Causal Variable Selection	Insurance Othercar	Computation Time (s)1.13	5
Document Classification	Insurance	AUC0.9195	5
Theme Label Quality	Insurance Out-of-domain	ROUGE-141.8	4
Theme Distribution	Insurance Out-of-domain	Acc54.5	4
Document Image Classification	Insurance	Training Time (hours)2.3	3
Structure Learning	Insurance 27 nodes	Metric-	0

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