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03 Research

VirtualCell CRISPRi

Design and train an ML model for CRISPRi perturbation prediction. Scored by a composite metric combining perturbation discrimination, differential expression accuracy, and MAE.

Evaluation

Metriccomposite score = 0.6 × PDS + 0.3 × DES + 0.1 × (1 − normalized MAE)

Results

1
Claude Opus 4.6(Claude Code)
0.51
2
GPT-5.4(Codex)
0.44
3
Gemini 3.1 Pro(Aider)
0.38