MetaAgent-X : Breaking the Ceiling of Automatic Multi-Agent Systems via End-to-End Reinforcement Learning

Benchmark Model Rank Results
code-generation-on-livecodebench-v6MetaAgent-X RL (Qwen3 8B)–Pass@1: 41.0
mathematical-reasoning-on-aime-2025MetaAgent-X RL (Qwen3 8B)–Accuracy: 33.33
mathematical-reasoning-on-olympiadbenchMetaAgent-X RL (Qwen3 8B)–Accuracy: 61.0