conference会议✓ Verified已核验VC0107
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).2026挑战赛:8月20日起验证;10月22日发布终测集;11月5日23:59 UTC截止;11月中下旬公布(Arc官网确认)。
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paper论文✓ Verified已核验VC0050
Kedzierska KZ, Crawford L, Amini AP, Lu AX. · Genome biology · 2025-04-18
Kedzierska et al.: zero-shot limitations of scGPT/Geneformer.Kedzierska等:零样本评估揭示单细胞基础模型局限。
DOIPubMed
paper论文✓ Verified已核验VC0002
Roohani YH et al. · Cell · 2025-06-01
Arc Institute perspective launching the Virtual Cell Challenge as a 'Turing test' for virtual cells.Arc研究所发起虚拟细胞挑战赛,作为虚拟细胞的“图灵测试”。
DOIPubMed
news新闻✓ Verified已核验VC0106
GEN (Fay Lin) · GEN · 2025-12-08
GEN coverage of challenge results, quotes Hani Goodarzi.GEN报道挑战赛结果。
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news新闻✓ Verified已核验VC0105
Arc Institute · Arc news · 2025-12
Winners: BioMap (1st), Sichuan Univ XLearning (2nd), Outlier (3rd), Altos Labs (Generalist); metrics gaming lessons.2025挑战赛结果:百图生科第一、四川大学第二;指标可被“刷分”的教训。
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preprint预印本✓ Verified已核验VC0054
Denvis O. · Research Square · 2026-07-22
Empirical comparison of virtual cell models: the baseline gap persists.虚拟细胞模型实证比较:与基线差距依旧。
DOI