evaluation · needs review
scLLMDA: Cross-platform scATAC cell-type annotation
Evaluation procedure
Cross-platform reference-query cell-type annotation.
- Model
- scLLMDA
- Benchmark
- Cross-platform scATAC cell-type annotation
- Dataset
- MosA1 reference → WholeBrainA query
- origin
- Author-reported evaluation
- configuration
- Not reported
- 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
Metadata review: needs review. Unreported conditions prevent automatic comparisons.
Evaluation results
Release 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| scLLMDA: Cross-platform scATAC cell-type annotation Model: scLLMDA · Benchmark: Cross-platform scATAC cell-type annotation · Dataset: MosA1 reference → WholeBrainA query Cross-platform reference-query cell-type annotation. Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.6525 F1 Unit: unitless · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedCell type annotation for scATAC-seq via DNA large language model and graph domain adaptation · Table 2, scLLMDA row, Ref: MosA1 / Q: WholeBrainA F1 column Source checking is not independent reproduction. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- Cell type annotation for scATAC-seq via DNA large language model and graph domain adaptation · Original source · version of record
Technical metadata and extraction receipts
Stable ID: evaluation-lit-b3-005
- areas
- cells-tissues
- tasks
- Cross-platform scATAC cell-type annotation
- origin
- author_reported
- protocol
- Cross-platform reference-query cell-type annotation.
- 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
Related records
- model: scLLMDA
- benchmark: Cross-platform scATAC cell-type annotation
- dataset: MosA1 reference → WholeBrainA query
- evaluation: scLLMDA · F1 · MosA1 reference → WholeBrainA query