result · source checked

0.937 F1

GREmLN · F1 · non-immune cells

Tested model: GREmLN
Task or benchmark: cell-type annotation
Dataset: non-immune cells
Procedure: Zero-shot cell-type annotation using pre-trained cellular graph foundation model
Evaluation: GREmLN: cell-type annotation
Evidence: Author-reported evaluation · source checkedGREmLN: A Cellular Graph Structure Aware Transcriptomics Foundation Model · Table 2, Cell type annotation(zero-shot), Non-immune cells, F1 row, GREmLN column

A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: needs review. Source checked does not mean independently reproduced.

Evaluation results

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
GREmLN: cell-type annotation Model: GREmLN · Benchmark: cell-type annotation · Dataset: non-immune cells Zero-shot cell-type annotation using pre-trained cellular graph foundation model Author-reported evaluation · Evaluation metadata: needs review
0.937 F1 Unit: fraction · Direction: unknown	Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported	source checkedGREmLN: A Cellular Graph Structure Aware Transcriptomics Foundation Model · Table 2, Cell type annotation(zero-shot), Non-immune cells, F1 row, GREmLN column Source checking is not independent reproduction.

Sources and history

Release 2026-09-16-d74d282221a9 · Record review: source checked

GREmLN: A Cellular Graph Structure Aware Transcriptomics Foundation Model · Original source · preprint version in PMC

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Technical metadata and extraction receipts

Stable ID: lit-b4-014

areas: cells-tissues
tasks: cell-type annotation
printed value: 0.937
numeric value: 0.937
metric: F1
metric direction: unknown
unit: fraction
uncertainty: Not reported
source locator: Table 2, Cell type annotation(zero-shot), Non-immune cells, F1 row, GREmLN column
review: method: primary_xml_exact_label_cell_check; reviewer: rewire deterministic table checker v1; reviewed at: 2026-09-16T10:33:57.502Z; notes: Exact row/header labels and numeric cell matched. Check verifies transcription, not experimental correctness.; evidence: Table 2, Cell type annotation(zero-shot), Non-immune cells, F1 row, GREmLN column; cell: 0.937; artifact sha256: 3a20c4ededb749fc3f1120baf16dcfebe3fcb30418a91c445cfd91a7b5fdf553; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC13060794/fullTextXML
legacy id: lit-b4-014
legacy row: id: lit-b4-014; paper id: gremln-2026; domain id: cells-tissues; task: cell-type annotation; model: GREmLN; model version: Not reported; dataset: non-immune cells; dataset version: Not reported; split: zero-shot; metric: F1; value: 0.937; unit: fraction; uncertainty: Not reported; protocol: Zero-shot cell-type annotation using pre-trained cellular graph foundation model; source locator: Table 2, Cell type annotation(zero-shot), Non-immune cells, F1 row, GREmLN column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC13060794/; evaluation origin: author_reported; reviewed utc: 2026-09-15T23:37:05Z
missing metadata: model version: not_reported_in_legacy_extract; dataset version: not_reported_in_legacy_extract; uncertainty: not_reported_in_legacy_extract

Related records

evaluation: GREmLN: cell-type annotation
subject: Reported F1 for GREmLN

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