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ResearchFormerly WizWand

PSM

Benchmarks

TaskDatasetSOTA resultTrendResults

Point-level Anomaly Detection

PSM

86.93Affiliation-F1

15

Time Series Anomaly Detection

PSM

64.24AUC

15

Time Series Forecasting

PSM anomalous intervals (test)

0.243MAE

13

Surgical Robot Manipulation

PSM Tasks (test)

100Needle Reach Success Rate

13

Time Series Anomaly Detection

PSM

67.72AUC-R

13

Time Series Anomaly Detection

PSM

98.5F1 Score

12

Time-Series Anomaly Detection

PSM

51.2F1 Score

12

Multivariate Time Series Anomaly Detection

PSM

0.733VUS-ROC

10

Time Series Anomaly Detection

PSM

0.736Affiliation Precision

9

Early Detection

PSM

74.48Precision

9

Anomaly Detection

PSM

97.64F1 (Point Adjustment)

9

Time Series Anomaly Detection

PSM

98.56Precision

8

Multivariate Time Series Anomaly Detection

PSM

59.8PR AUC

7

Time Series Anomaly Detection

PSM

18.15ADD

7

Online Anomaly Detection

PSM

0.485VUS PR Score

5

Event Prediction

PSM

57h-AUROC

4

Anomaly Detection

PSM (unseen)

92.65F1 Score

4

PSM Finance-domain (test)

53.68Micro F1 Score

4

Importance Scoring

PSM 50% BW, 20K subsample

92.9F1 Score

3

Proactive Anomaly Detection

PSM True Labels (test)

17F1-@K

3

Online Anomaly Detection

PSM

49.8R-F1 Score

2

Anomaly Detection

PSM

87.02AUROC

2

Anomaly Detection

PSM

94.43Accuracy

1

Anomaly Detection

PSM

—Precision

0