JOURNAL ARTICLE

Benchmarking Foundation Models for Time-Series Forecasting: Zero-Shot, Few-Shot, and Full-Shot Evaluations

Keywords:

Metrics

0
Cited By
0.00
FWCI (Field Weighted Citation Impact)
7
Refs
0.38
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Forecasting Techniques and Applications
Social Sciences →  Decision Sciences →  Management Science and Operations Research
Stock Market Forecasting Methods
Social Sciences →  Decision Sciences →  Management Science and Operations Research
Monetary Policy and Economic Impact
Social Sciences →  Economics, Econometrics and Finance →  General Economics, Econometrics and Finance

Related Documents

JOURNAL ARTICLE

Generalisation Bounds of Zero-Shot Economic Forecasting Using Time Series Foundation Models

Jittarin JetwiriyanonTeo SušnjakSurangika Ranathunga

Journal:   Machine Learning and Knowledge Extraction Year: 2025 Vol: 7 (4)Pages: 135-135
DISSERTATION

Towards Graph Foundation Models: Few-shot and Zero-shot Learning on Graphs

Liu, Hao

University:   Washington University in St. Louis Libraries Year: 2025
JOURNAL ARTICLE

TimeRAF: Retrieval-Augmented Foundation Model for Zero-Shot Time Series Forecasting

Huanyu ZhangChang XuYifan ZhangZhang ZhangLiang WangJiang Bian

Journal:   IEEE Transactions on Knowledge and Data Engineering Year: 2025 Vol: 37 (9)Pages: 5654-5665
© 2026 ScienceGate Book Chapters — All rights reserved.