dataset · needs review

L1000

Evaluation results

Release 2026-09-16-d74d282221a9 · 2 evaluations · 2 metric rows. Different protocols are not a single leaderboard.

Evaluated configurationMetricEvidence origin

Results grouped by the exact reported evaluation
Metric and finding	Coverage and uncertainty	Evidence
C2S (GPT-2 Large): Combinatorial cell-label classification Model: C2S (GPT-2 Large) · Benchmark: Combinatorial cell-label classification · Dataset: L1000 Partial-credit labels including cell type, perturbation, and dose. Author-reported evaluation · Evaluation metadata: needs review
0.631 Partial-label accuracy Unit: unitless · Direction: unknown	Uncertainty: ± 0.0031 Scored: Not reported · Eligible: Not reported	source checkedCell2Sentence: Teaching Large Language Models the Language of Biology · Table 3, Partial label / C2S (GPT-2 Large) row, L1000 Acc column Source checking is not independent reproduction.
Geneformer: Combinatorial cell-label classification Model: Geneformer · Benchmark: Combinatorial cell-label classification · Dataset: L1000 Partial-credit labels including cell type, perturbation, and dose. Independent external evaluation · Evaluation metadata: needs review
0.419 Partial-label accuracy Unit: unitless · Direction: unknown	Uncertainty: ± 0.0153 Scored: Not reported · Eligible: Not reported	source checkedCell2Sentence: Teaching Large Language Models the Language of Biology · Table 3, Partial label / Geneformer row, L1000 Acc column Source checking is not independent reproduction.

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

Technical metadata and extraction receipts

Stable ID: reported-dataset-87e91d9d6e6f4b

areas: cells-tissues
version: Not reported
split: Not reported
missing metadata: version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract; accession: not_reported_in_legacy_extract

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