rewire.it
Paper-reported evidence

Cell2Sentence: Teaching Large Language Models the Language of Biology

2024 · Preprint · preprint archived 2024-10-29

Paper-reported results. The values below come from this source, not an independent rewire.it run.

Open primary paper →DOI: 10.1101/2023.09.11.557287

Primary full text via Europe PMC XML; venue: bioRxiv; PMC ID: PMC11565894.

2 verified numerical rows · source checked 2026-09-15

Paper-reportedAuthor's model

C2S (GPT-2 Large) (GPT-2 Large)

Combinatorial cell-label classification

Reported score
0.631± 0.0031
Metric
Partial-label accuracy
Dataset / split
L1000

Partial-credit labels including cell type, perturbation, and dose.

Table 3, Partial label / C2S (GPT-2 Large) row, L1000 Acc columnVerify at source →
Paper-reportedIndependent paper evaluation

Geneformer

Combinatorial cell-label classification

Reported score
0.419± 0.0153
Metric
Partial-label accuracy
Dataset / split
L1000

Partial-credit labels including cell type, perturbation, and dose.

Table 3, Partial label / Geneformer row, L1000 Acc columnVerify at source →