Evaluation Choices Decide the Forecasting Leaderboard: Evidence from a Production Marketplace Panel
cs.LG, stat.AP, stat.ME
Submitted: 2026-08-20
Updated: 2026-08-20
Comments: 18 pages, 8 tables, 1 figure. Evaluation protocol and audit scripts included as ancillary files
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
- A Look at the Evaluation Setup of the M5 Forecasting Competition
- TSFMAudit: Data Contamination Auditing in Forecasting Time Series Foundation Models
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