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satellite

Benchmarks

Task NameDataset NameSOTA ResultTrend
Anomaly Detectionsatellite
AUC98.37
62
Tabular Anomaly DetectionSatellite
AUC-ROC0.843
30
Outlier Detectionsatellite ADBench
AUROC (%)86.9
17
Tabular Anomaly Detectionsatellite
F1 Score72.69
16
Outlier Detectionsatellite (Group I)
AUROC86.9
14
Generalized PlanningSatellite
Scale100
12
Dimensionality ReductionSatellite (Sat)
Aggregated Local-Global Score95
11
Outlier DetectionSatellite
AP80.85
11
Satellite Time-Series ClassificationSatellite
0-1 Error Rate12.28
10
Clusteringsatellite (test)
Clustering Error (%)0.3196
7
Clusteringsatellite (train)
Clustering Error0.09
7
Planning CoverageAutoscale Satellite 30 tasks (test)
Coverage16
6
Anomaly DetectionSatellite Stationary
AUC72.6
6
Image-to-Image TranslationSatellite (test)
FID54.32
5
Automated PlanningSatellite 17 tasks
Grounded Actions327
3
Action Schema InductionSatellite (aggregated instances 1-3)
Precision4.77
1
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