Benchmark RadarAI BENCHMARK PROFILE
STEMGym
STEMGym is an open-source Gymnasium benchmark of 15 physics-simulated STEM worlds across five materials and four characterization tasks, scored by DEC-AUC.
- Released
- 2026-06-28
- Readiness
- Paper only
- Primary field
- General AI
Why it matters
Addresses the need to evaluate perception, navigation, and planning trade-offs in autonomous electron microscopy under dose budgets.
Motivation
A central premise of autonomous scientific imaging is that smarter navigation, whether Bayesian, RL-based, or otherwise adaptive, is the principal lever for sample-efficient acquisition.
Primary resources
Benchmark Radar records only publicly supported details and links back to primary sources for verification.