Climate

Benchmarks

Task Name	Dataset Name	SOTA Result
Causal Discovery	Climate linear synthetic	Dtop4.42	17
Causal order recovery	Climate non-linear synthetic	D_top0.4	9
Estimating causal orders	Climate linear synthetic standard	SHD0	9
Causal Order Estimation	Climate non-linear synthetic	SHD7.67	9
Time-series forecasting	Climate Time-MMD	MSE0.92	9
Total Effect Estimation	Climate	Epsilon ATE0.01	8
Causal Discovery	Climate linear synthetic data	SHD0	8
Causal Discovery	Climate (test)	AUC0.989	7
Constrained Regression	Climate Temperature	RMSE1.612	7

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