Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction

Darius A. Faroughy, Sofia Palacios Schweitzer, Ian Pang +2

Autonomous language-model agents are increasingly evaluated on long-horizon tool-use tasks, but existing benchmarks rarely capture the complexity and nuance of real scientific work…