A Benchmark for Evaluating Foundation Models in Time Series Forecasting (FoundTS)

FoundTS is a new benchmark designed to facilitate fair and comprehensive evaluation and comparison of foundation models for time series forecasting, addressing the limitations of existing benchmarks and providing insights into the strengths, weaknesses, and future directions of this rapidly evolving field.