SMD
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
SMD
44.77Precision
9
SMD
88.47F1 (Point Adjustment)
9
SMD
88.24Precision
8
SMD
0.587PR AUC
8
SMD+
51.7Precision
8
SMD+
93.5Precision
8
SMD (test)
0.61IPS@100
7
SMD
80.32PA-F1
6
SMD
92.02Accuracy
5
SMD
3.2Params (M)
4
SMD1
117,282.14Mean LL F Evaluations
4
SMD
82.2PA-F1
3
SMD Under DTW-based Adversarial Attack, epsilon_att = 1.0
46.4F1 Score
3
SMD 50% BW 20K subsample
98F1 Score
3
SMD8 20+20 dimensional
0Error |F - F*|
3
SMD6 20+20 dimensional
0Upper Objective Error
3
SMD4 20+20 dimensional
10,300Upper FEs
3
SMD True Labels (test)
34F1-@K
3
SMD Protocol-1
29.3R-F1 Score
2
SMD
48Precision
1
SMD 6
90,574Best LL FEs
1
SMD3
107,516Best LL Function Evaluations
1
SMD2
67,589Best LL Function Evaluations
1