Author

Ziyu Zhou

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Preprint Aug 2026

LiveHouse-TS: An Open-world Living Benchmark for Time Series Foundation Models

Time Series Foundation Models (TSFMs) have recently emerged as a highly promising paradigm for cross-domain zero-shot forecasting. However, existing evaluation protocols predominantly rely on static benchmarks with fixed historical test windows. While these benchmarks provide a valuable baseline snapshot, they evaluate...

Haomin Wen, Ziyu Zhou, Qingxiang Liu et al. · 0 citations