This Time is Different: An Observability Perspective on Time Series Foundation Models
#2310 · Ben Cohen, Emaad Khwaja, Youssef Doubli, Salahidine Lemaachi, Chris Lettieri, Charles Masson, Hugo Miccinilli, Elise Ramé, Qiqi Ren, Afshin Rostamizadeh, Jean du Terrail, Anna-Monica Toon, Kan Wang, Stephan Xie, Zongzhe Xu, Viktoriya Zhukova, David Asker, Ameet Talwalkar, Othmane Abou-Amal
We release a new open-weights time series foundation model (TSFM) with SOTA performance on all evaluated benchmarks, as well as a new public observability benchmark, which contains 350 million observations across 2,807 real-world productions series.
