WhatIf-Bench: Benchmarking Intervention-Aware Time Series Forecasting
This work introduces WhatIf-Bench, a benchmark measuring how well forecasters use covariates to forecast a target's response to future events, and reveals generalization to Novel futures as the core challenge, and offers a testbed toward arbitrary scenario analysis.
Arjun Ashok, Mihir Parmar, Palash Goyal et al.
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