papersTODAY 04:00 UTC
PortBench: Correlation-Aware Benchmark for LLM Portfolio Management
Researchers introduce PortBench, a benchmark for evaluating large language models on portfolio management tasks. It addresses gaps in prior benchmarks by covering multiple asset classes and accounting for cross-asset correlations across the full pipeline. The work aims to give a more realistic measure of LLM performance in financial portfolio settings.