Supervised models (especially GAT and Multiscale CNN) outperform unsupervised detectors on ESA-ADB telemetry, yet unsupervised methods deliver competitive precision at far lower compute cost.
A review on multiscale-deep-learning applications,
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Toward Deployable Satellite Anomaly Detection: A Benchmark Study on Large-Scale ESA-ADB Telemetry
Supervised models (especially GAT and Multiscale CNN) outperform unsupervised detectors on ESA-ADB telemetry, yet unsupervised methods deliver competitive precision at far lower compute cost.