Rethinking Evaluation in the Era of Time Series Foundation Models: (Un)known Information Leakage Challenges

Marcel Meyer, Sascha Kaltenpoth, Kevin Zalipski +1

Time Series Foundation Models (TSFMs) represent a new paradigm for time-series forecasting, promising zero-shot predictions without the need for task-specific training or fine-tuni…