cff-version: 1.2.0 title: "TSDecompose Benchmark" message: "If you use this benchmark or source snapshot, please cite the ICML 2026 paper." type: software license: MIT authors: - family-names: Wu given-names: Zipeng - family-names: Wei given-names: Jiani - family-names: Zhou given-names: Shiqiao - family-names: Chen given-names: Jiajun - family-names: Spill given-names: Fabian - family-names: Andrews given-names: James W. preferred-citation: type: conference-paper title: "Time-Series Decomposition as a Standalone Task: A Mechanism-Identifiable Benchmark" authors: - family-names: Wu given-names: Zipeng - family-names: Wei given-names: Jiani - family-names: Zhou given-names: Shiqiao - family-names: Chen given-names: Jiajun - family-names: Spill given-names: Fabian - family-names: Andrews given-names: James W. collection-title: "Proceedings of the 43rd International Conference on Machine Learning" year: 2026