rewire.it
Paper-reported evidence

scaLR: a low-resource deep neural network-based platform for single cell analysis and biomarker discovery

2025 · Peer-reviewed · version of record

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

Open primary paper →DOI: 10.1093/bib/bbaf243

Primary full text verified using Europe PMC XML; venue: Briefings in Bioinformatics; PMC ID: PMC12121358.

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

Paper-reportedAuthor's model

scaLR

PBMC cell-type classification

Reported score
0.942
Metric
Cell-type accuracy
Dataset / split
PBMCs-BS

All features and samples from PBMCs-BS.

Table 2, scaLR row, Cell type Accuracy columnVerify at source →
Paper-reportedIndependent paper evaluation

scVI + scANVI

PBMC cell-type classification

Reported score
0.939
Metric
Cell-type accuracy
Dataset / split
PBMCs-BS

All features and samples from PBMCs-BS; comparison pipeline combines scVI and scANVI.

Table 2, Svi-tools (scVI & scANVI) row, Cell type Accuracy columnVerify at source →