evaluation · needs review

scaLR: PBMC cell-type classification

Evaluation procedure

All features and samples from PBMCs-BS.

Metadata review: needs review. Unreported conditions prevent automatic comparisons.

Release 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.

Evaluated configurationMetricEvidence origin

Results grouped by the exact reported evaluation
Metric and finding	Coverage and uncertainty	Evidence
scaLR: PBMC cell-type classification Model: scaLR · Benchmark: PBMC cell-type classification · Dataset: PBMCs-BS All features and samples from PBMCs-BS. Author-reported evaluation · Evaluation metadata: needs review
0.942 Cell-type accuracy Unit: unitless · Direction: unknown	Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported	source checkedscaLR: a low-resource deep neural network-based platform for single cell analysis and biomarker discovery · Table 2, scaLR row, Cell type Accuracy column Source checking is not independent reproduction.

Release 2026-09-16-d74d282221a9 · Record review: needs review

Technical metadata and extraction receipts

Stable ID: evaluation-lit-b3-015

areas: cells-tissues
tasks: PBMC cell-type classification
origin: author_reported
protocol: All features and samples from PBMCs-BS.
version: Not reported
comparison: protocol id: Not reported; dataset version: Not reported; split: Not reported; population: Not reported; inputs: Not reported; adaptation: Not reported; metric implementation: Not reported; aggregation: Not reported; budget: Not reported
missing metadata: model version: not_reported_in_legacy_extract; dataset version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract

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