CausalTime
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CausalTime Medical
90AUROC
10
CausalTime Traffic
71AUROC
10
CausalTime Medical D=40, T=19200 (test)
0.919AUROC
8
CausalTime Traffic D=40, T=19200 (test)
0.773AUROC
8
CausalTime AQI D=72, T=19200 (test)
89.2AUROC
8
CausalTime traffic N = 20
53.4AUROC
7
CausalTime pm25 (N = 36)
75.8AUROC
7
CausalTime medical (N = 20)
57.5AUROC
7
CausalTime
75.8AUROC
2