TSB-AD
Benchmarks
TaskDatasetSOTA resultTrendResults
TSB-AD-M
49.3VUS-PR
83
TSB-AD U
52VUS-PR
34
TSB-AD multivariate 180 series (test)
43.7AUC-PR
26
TSB-AD M
1,020,142Inference Throughput (scores/s)
26
TSB-AD 180 series
169Wins
25
TSB-AD-U
38F1 Score (Standard)
25
TSB-AD
49.13F1 Score
24
TSB-AD U Eva
58VUS-PR
21
TSB-AD-U (test)
55VUS-PR
20
TSB-AD multivariate 20 series (tuning subset)
55.8AUC-PR
17
TSB-AD-M (test)
43VUS-PR
16
TSB-AD Multivariate Track (aggregate)
0.355VUS-PR
10
TSB-AD Univariate Track (aggregate)
0.423VUS-PR
10
TSB-AD MITDB multivariate
15.2VUS-PR
7
TSB-AD LTDB multivariate
44.4VUS-PR
7
TSB-AD multivariate 200 datasets
0.35AUPRC
6
TSB-AD-M 173-series evaluation set (OPPORTUNITY excluded)
49VUS-PR
3