BacktestBench is the first large-scale benchmark for LLM-automated quantitative backtesting, with 18,246 QA pairs from real market data and a multi-agent baseline called AutoBacktest.
Title resolution pending
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CL 2years
2026 2verdicts
UNVERDICTED 2roles
background 1polarities
background 1representative citing papers
TEC is a new public dataset of detailed human trial-and-error trajectories and reflections on web tasks, with humans showing substantially higher accuracy than LLMs.
citing papers explorer
-
BacktestBench: Benchmarking Large Language Models for Automated Quantitative Strategy Backtesting
BacktestBench is the first large-scale benchmark for LLM-automated quantitative backtesting, with 18,246 QA pairs from real market data and a multi-agent baseline called AutoBacktest.
-
TEC: A Collection of Human Trial-and-error Trajectories for Problem Solving
TEC is a new public dataset of detailed human trial-and-error trajectories and reflections on web tasks, with humans showing substantially higher accuracy than LLMs.