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TW3Cast: A Frozen Router of Lightly Fine-Tuned Foundation Models for Time-Series Forecasting on GIFT-Eval, Selected Entirely on the Training Split

TW3Cast is a time-series forecasting system that achieves a high ranking on the GIFT-Eval benchmark by using a frozen router of lightly fine-tuned foundation…

arXiv – Artificial Intelligence Read original report

#time-series#forecasting#benchmark#foundation-models#AI Agents#Benchmarks#LLM

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arXiv – Artificial IntelligencePrimary source

TW3Cast: A Frozen Router of Lightly Fine-Tuned Foundation Models for Time-Series Forecasting on GIFT-Eval, Selected Entirely on the Training Split

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arXiv – Machine Learning

SGA: Uncertainty Quantification for Multi-Step Forecasting in Time Series Foundation Models

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arXiv – Machine Learning

Time-Series Foundation Models That Understand Data Revisions

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