Synthetic
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Synthetic
0.218MAE
12
Synthetic
0.901Recall
12
Synthetic Trended
76Window F1
12
Synthetic Non-Gaussian
74Window F1 Score
12
Synthetic Non-linear
69Window F1
12
Synthetic Linear
0.75Window F1
12
Synthetic (test)
1.209LSD
12
Synthetic (n=10, t=5)
0.77Share Runtime
12
Synthetic mixture dx=1
0.49Normalized Log-Likelihood
12
Synthetic Label Flipping (test)
72.7Accuracy
12
Synthetic (test)
1.3Running time (s)
12
Synthetic semantic v3
100F1 Score
11
Synthetic structural v1
100F1 Score
11
Synthetic (test)
-2.972Log10(MSE)
11
Synthetic (test)
-4.632Log10(MSE)
11
Synthetic (test)
-3.235Log10(MSE)
11
Synthetic Gaussian noise, n=300, m=25, d=500, alpha=0.2 (test)
0.175Error
11
Synthetic Mixed(3) scenario
0.016θ-RMSE
11
Synthetic Sudden(3) scenario
0.018RMSE (θ)
11
Synthetic Drifting scenario v1 (test)
0.014RMSE ($ heta$)
11
Synthetic nD=10000, d=2, dmax=10, 800 nodes
345,680Number of CI tests
11
Synthetic nD=10000, d=2, dmax=10, 600 nodes
3.16Number of CI tests
11
Synthetic 2 (test)
98.3ACC
11
Synthetic 1 (test)
100Accuracy
11
Synthetic Arithmetic
92.47AUROC
11