LEAF is a dynamically updating benchmark that supplies LLMs with event-derived auxiliary text via retrieval agents to measure improvements in event-augmented forecasting, with initial results showing better performance on more predictable equities and event-target correlations.
Census Bureau reported August Retail Sales (Control Group) surged 0.7% MoM, significantly beating the consensus forecast of 0.4%
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LEAF: A Living Benchmark for Event-Augmented Forecasting
LEAF is a dynamically updating benchmark that supplies LLMs with event-derived auxiliary text via retrieval agents to measure improvements in event-augmented forecasting, with initial results showing better performance on more predictable equities and event-target correlations.