evaluation · needs review

GREmLN: cell-type annotation

Evaluation procedure

Zero-shot cell-type annotation using pre-trained cellular graph foundation model

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
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.

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

Technical metadata and extraction receipts

Stable ID: evaluation-lit-b4-014

areas: cells-tissues
tasks: cell-type annotation
origin: author_reported
protocol: Zero-shot cell-type annotation using pre-trained cellular graph foundation model
version: Not reported
comparison: protocol id: Not reported; dataset version: Not reported; split: zero-shot; 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

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