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ProjectTime seriesarXiv preprint 2026

TimEE · Time Series Classification

Classify time series in-context · no per-dataset training

Küken, Hoo, Mráz, Hutter, Purucker 2026 · TimEEApache-2.0

Use to classify time series in-context: hand the model a few labeled example series + a query series and it returns the class directly, no per-dataset training required. Also usable as a warm-start source when you want to continue pretraining / fine-tune a classifier on a specific domain (medical, industrial, financial).

UCR ROC AUC
1st
among all compared methods
UCR accuracy
3rd
Params
4.5M
in-context classifier
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