Virtual Cell Challenge 2026: Benchmarking zero-shot generalization across cellular contexts.
Arc Virtual Cell Initiative Team, Goodarzi H. · Cell · 2026-08-26
Virtual Cell Challenge 2026 paper: benchmarking zero-shot generalization across contexts.
Tag: Zero-shot
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Virtual Cell Challenge 2026 (zero-shot, 6 unseen cell lines)
Arc Institute · virtualcellchallenge.org · 2026-08-20
2026 challenge: validation since Aug 20; final test set Oct 22; submissions due Nov 5 23:59 UTC; winners mid-late Nov (Arc official).
Zero-shot evaluation reveals limitations of single-cell foundation models.
Kedzierska KZ, Crawford L, Amini AP, Lu AX. · Genome biology · 2025-04-18
Kedzierska et al.: zero-shot limitations of scGPT/Geneformer.