TS-Arena is a live pre-registration platform that evaluates time series forecasts on future data streams to eliminate information leakage.
Tsfm-bench: A comprehensive and unified benchmark of foundation models for time series forecasting
3 Pith papers cite this work. Polarity classification is still indexing.
3
Pith papers citing it
representative citing papers
Presents a fail-closed certification protocol for determining when forecasting leaderboard winners are deployment-actionable, using a traffic dataset to show friction-induced reversals and an audit to prevent overclaiming.
Chronos-2 in ARX mode achieves 5% lower MAE than the best ML ensemble for Belgian day-ahead prices but 10% higher MAE for imbalance prices, while showing zero-shot skills yet struggling in extreme conditions.
citing papers explorer
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TS-Arena -- A Live Forecast Pre-Registration Platform
TS-Arena is a live pre-registration platform that evaluates time series forecasts on future data streams to eliminate information leakage.
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From Forecasting Leaderboards to Deployment Decisions: A Fail-Closed Certification Protocol
Presents a fail-closed certification protocol for determining when forecasting leaderboard winners are deployment-actionable, using a traffic dataset to show friction-induced reversals and an audit to prevent overclaiming.
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Empirical evaluation of Time Series Foundation Models for Day-ahead and Imbalance Electricity Price Forecasting in Belgium
Chronos-2 in ARX mode achieves 5% lower MAE than the best ML ensemble for Belgian day-ahead prices but 10% higher MAE for imbalance prices, while showing zero-shot skills yet struggling in extreme conditions.