XTSC-Bench: Quantitative Benchmarking for Explainers on Time Series Classification

Jacqueline Höllig, Steffen Thoma, Florian Grimm

Despite the growing body of work on explainable machine learning in time series classification (TSC), it remains unclear how to evaluate different explainability methods. Resorting…