MSL
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MSL anomalous intervals (test)
0.084MAE
13
MSL
94.6F1 Score
12
MSL
3.27Training Time (s)
11
MSL
0.653VUS-ROC
10
MSL
0.915F1PA
9
MSL Time Series
86.52F1 (Point Adjustment)
9
MSL
0.61PR AUC
8
MSL
77.7Validation ROC (V-ROC)
8
MSL 51d
92.24Precision
8
MSL labeled ratio (1/4)
65.9mIoU
8
MSL labeled ratio (1/8)
60.9mIoU
8
MSL
95.83F1 Score
7
MSL
42.83ADD
7
MSL
17.1AUC-PR
6
MSL
88.27PA-F1
6
MSL
86.63AUC
4
MSL Under DTW-based Adversarial Attack, epsilon_att = 1.0
78.4F1-score
3
MSL 50% BW 20K subsample
92.1F1 Score
3
MSL True Labels (test)
33F1@K
3
MSL Protocol-1
29.2R_F1
2
MSL
85Precision
1
MSL C0
83.77Accuracy
1