Systematic evaluation of single-cell foundation model interpretability: attention-derived edge scores add no incremental value over gene-level features for perturbation-target prediction.
Attention-derived edge scores in scFMs add no GRN information beyond baselines.单细胞基础模型注意力边得分未增加调控网络信息。