rewire.it
Paper-reported evidence

Parameter-Efficient Fine-Tuning Enhances Adaptation of Single Cell Large Language Model for Cell Type Identification

2024 · Preprint · preprint archived 2024-01-30

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

Open primary paper →DOI: 10.1101/2024.01.27.577455

Primary full text via Europe PMC XML; venue: bioRxiv; PMC ID: PMC10862733.

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

Paper-reportedIndependent paper evaluation

Geneformer

Cell-type identification

Reported score
0.388
Metric
F1-Score
Dataset / split
M.S. single-cell dataset

Native scLLM cell-type identification as reported in Table 2.

Table 2, M.S. / Geneformer row, F1-Score columnVerify at source →
Paper-reportedIndependent paper evaluation

scGPT

Cell-type identification

Reported score
0.734
Metric
F1-Score
Dataset / split
M.S. single-cell dataset

Native scLLM cell-type identification as reported in Table 2.

Table 2, M.S. / scGPT row, F1-Score columnVerify at source →