Renmin University's Self-Improving Agent Tops FutureX Forecasting Leaderboard for Three Weeks

A team from Renmin University's Gaoling School, IQuest Research and NTU proposed DeepEvolve, a recursively self-improving agent system for real-world event forecasting that has topped the FutureX leaderboard for three consecutive weeks, with paper and code open-sourced.

2026-10-22 ~ 2026-10-23 · 2 related posts

• DeepEvolve: self-improving forecaster tops FutureX for 3 weeks with up to 195% rating gain — Zhipeng Chen · 2026-10-22
• RUC's EvoForesight Tops Real-Time Forecasting Leaderboard FutureX for Three Weeks — 智东西 · 2026-10-23