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Benchmarks

Task NameDataset NameSOTA ResultTrend
Multivariate Time Series Anomaly DetectionGlobal 7.2
Precision98.4
16
Multivariate Time Series Anomaly DetectionGlobal 4.8
Precision100
16
Time Series Anomaly DetectionGlobal Synthetic
Affiliated-F194.9
16
Time Series Anomaly DetectionGlobal 7.2
Aff-P99.3
16
Time Series Anomaly DetectionGlobal 4.8
Affinity Precision100
16
Anomaly DetectionGlobal 7.2
R-R Score0.982
16
Anomaly DetectionGlobal 4.8
R-R Score99.6
16
ECG ClassificationGlobal All Clients
Micro-F172.7
14
Correctness PredictionGlobal Pooled Datasets
WP-AUC0.723
12
Signed Distance Function RepresentationGlobal Average
IoU81.7
10
Code GenerationGlobal (test)
Pass@113.33
6
Skill routingglobal
Reward89.45
4
Anomaly DetectionGlobal High-Noise Regime η = 0.9 α = 0.9 (maximum feature corruption)
ROC AUC99
2
Anomaly DetectionGlobal High-Purity Regime (low-noise) η = 0.1 α = 0.1
ROC AUC98.3
2
Anomaly DetectionGlobal Full Experimental Grid (All tested scenarios)
ROC AUC98.7
2
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