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Paper Talk

502-Benchmarking Single-Cell Perturbation Response Models

16 min13 februari 2026
This study benchmarks 27 computational methods for predicting single-cell perturbation responses across 29 datasets. It reveals that no single algorithm excels in all tasks. Foundation models improve with large data, but all methods struggle with cellular context generalization.
References:
* Wei, Z., Wang, Y., Gao, Y. et al. Benchmarking algorithms for generalizable single-cell perturbation respo...去小宇宙查看完整单集简介
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