Virtual Cell

10 benchmark(s) tagged with this stage. ← All stages

NameModalitiesValidationScoreFlags
Protein Language Model Eval 2026biologicWet-lab confirmed100.0
Virtual Cell Benchmark Suite 2026cross-modalityProspective97.0
Open Problems: Perturbation Predictioncross-modalityRetrospective91.9
LINCS L1000 / CMapsmall-moleculecross-modalityWet-lab confirmed89.9
scPerturbcross-modalityRetrospective88.9
CZ Virtual Cell Challengecross-modalityProspective88.1
scImmuneBenchcell-therapyRetrospective79.5
Geneformer Evalcross-modalityWet-lab confirmed77.0self_referential
scGPT Evaluation Suitecross-modalityWet-lab confirmed73.7self_referential
PerturbBenchcross-modalityRetrospective71.4
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