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model.ckpt — Pre-trained on synthetic biological prior (50 dimensions, 400k steps)model_finetuned_frangieh.ckpt — Fine-tuned on Frangieh et al. (2021)model_finetuned_papalexi.ckpt — Fine-tuned on Papalexi et al. (2021)1@article{sextro2026mappfn,
2 title = {{MapPFN}: Learning Causal Perturbation Maps in Context},
3 author = {Sextro, Marvin and K\l{}os, Weronika and Dernbach, Gabriel},
4 journal = {arXiv preprint arXiv:2601.21092},
5 year = {2026}
6}