Uncovering Zero-Shot Generalization Gaps in Time-Series Foundation Models Using Real-World Videos

Lujun Li, Lama Sleem, Yiqun Wang +3

Recent research on time-series foundation models (TSFMs) has underscored the scarcity of real-world data, often supplemented with synthetic sources in existing datasets, whose gene…