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Axiom Bio morphology-to-molecule matching

Matches multi-channel cellular imaging data to the molecule-dose perturbations that produced it.

2 models

Higher is better.

  1. 1Claude Opus 5.5Anthropic34.0
  2. 2Claude Sonnet 5.5Anthropic25.0
Higher is better. Bar colour: blue proprietary, orange open weights, green other.

About this benchmark

Metric
Matching accuracy
Tasks
Four multi-channel cell-imaging perturbation-matching tasks
Authors
Axiom Bio and Anthropic (2026)

Scores are as reported by model developers or evaluators and may use different settings (for example reasoning effort or tools). Compare with care.