LEAF: A Living Benchmark for Event-Augmented Forecasting

In three linesLEAF is a living benchmark to evaluate LLM forecasting capabilities using multidimensional events. The system uses recursive retrieval agents and dual-agent cross-validation to provide relevant auxiliary text. Testing shows LLMs leverage signals from complex events to improve predictions, particularly on equities.

Summary generated by Claude — human-verified