Brain-Score

Brain-Score is a collection of benchmarks and models: benchmarks combine neural/behavioral data with a metric to score models on their alignment to experimental observations, and models are evaluated as computational hypotheses of natural intelligence.

This repository implements core functionality including a plugin system to manage data assemblies and models, as well as metrics to compare e.g. neural recordings or behavioral mesurements. Data assemblies and model predictions are organized in BrainIO.

Contents:

• Metrics
  • Metric
  • Score
• Benchmarks
  • Benchmark
  • BenchmarkBase
  • ceil_score()
• API Reference
  • brainscore_core
• Glossary