Benchmark RadarAI BENCHMARK PROFILE
BrainBench
BrainBench is a benchmark for instruction-conditioned EEG understanding covering four subsets across 17 datasets. It evaluates LLMs on producing scientific reports and artifacts from EEG recordings.
- Released
- 2026-08-04
- Readiness
- Paper only
- Primary field
- General AI
Why it matters
Provides a unified evaluation for comprehensive EEG understanding, enabling comparison across models and execution paradigms, advancing LLM-based EEG analysis.
Motivation
Electroencephalography (EEG) analysis extends beyond assigning predefined labels to recordings; it requires workflows connecting natural-language instructions, signal processing, quantitative evidence, and scientific interpretation.
Primary resources
Benchmark Radar records only publicly supported details and links back to primary sources for verification.