TSRBench
A comprehensive multi-task, multi-modal time series reasoning benchmark covering 4 dimensions (Perception, Reasoning, Prediction, Decision-Making) across 15 tasks and 14 distinct domains in finance, healthcare, industrial systems.
This entry was automatically discovered and hasn't been researched yet. Sections below fill in as enrichment completes. Discovered 7/13/2026.
What It Tests
A comprehensive multi-task, multi-modal time series reasoning benchmark covering 4 dimensions (Perception, Reasoning, Prediction, Decision-Making) across 15 tasks and 14 distinct domains in finance, healthcare, industrial systems.
Discovery notes
Notes the discovery agent wrote when proposing this benchmark.
ICML 2026 presentation. Opens entirely new evaluation domain: time series reasoning. Reveals scaling laws break down for prediction despite strong reasoning capabilities. Tests real-world high-stakes applications.