result · source checked
0.8248 AUC
scXDR · AUC · scXDR transfer scenario 2
- Tested model
- scXDR
- Task or benchmark
- Cross-dataset single-cell drug response transfer
- Dataset
- scXDR transfer scenario 2
- Procedure
- Single-cell-to-single-cell transfer; source scenario 2.
- Evaluation
- scXDR: Cross-dataset single-cell drug response transfer
- Evidence
- Author-reported evaluation · source checkedscXDR: drug response prediction across single-cell datasets via heterogeneous network transfer learning · Table 2, scXDR row, Scenario 2 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.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| scXDR: Cross-dataset single-cell drug response transfer Model: scXDR · Benchmark: Cross-dataset single-cell drug response transfer · Dataset: scXDR transfer scenario 2 Single-cell-to-single-cell transfer; source scenario 2. Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.8248 AUC Unit: unitless · Direction: unknown | Uncertainty: ± 0.1573 standard deviation Scored: Not reported · Eligible: Not reported | source checkedscXDR: drug response prediction across single-cell datasets via heterogeneous network transfer learning · Table 2, scXDR row, Scenario 2 column Source checking is not independent reproduction. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: source checked
- scXDR: drug response prediction across single-cell datasets via heterogeneous network transfer learning · Original source · PMC archival version PMC12859067.1
Technical metadata and extraction receipts
Stable ID: lit-b3-017
- areas
- cells-tissues
- tasks
- Cross-dataset single-cell drug response transfer
- printed value
- 0.8248
- numeric value
- 0.8248
- metric
- AUC
- metric direction
- unknown
- unit
- unitless
- uncertainty
- ± 0.1573 standard deviation
- source locator
- Table 2, scXDR row, Scenario 2 column
- review
- method: primary_xml_exact_label_cell_check; reviewer: rewire deterministic table checker v1; reviewed at: 2026-09-16T10:33:50.056Z; notes: Exact row/header labels and numeric cell matched. Check verifies transcription, not experimental correctness.; evidence: Table 2, scXDR row, Scenario 2 column; cell: 0.8248 0.1573 ±; artifact sha256: 47b5925e9887d87fc8288d29288802b1d67d54f064d913151df92171f7c68d33; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12859067/fullTextXML
- legacy id
- lit-b3-017
- legacy row
- id: lit-b3-017; paper id: scxdr-2026; domain id: cells-tissues; task: Cross-dataset single-cell drug response transfer; model: scXDR; model version: Not reported; dataset: scXDR transfer scenario 2; dataset version: Not reported; split: Not reported; metric: AUC; value: 0.8248; unit: unitless; uncertainty: ± 0.1573 standard deviation; protocol: Single-cell-to-single-cell transfer; source scenario 2.; source locator: Table 2, scXDR row, Scenario 2 column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC12859067/; evaluation origin: author_reported; reviewed utc: 2026-09-15T23:29:32Z
- missing metadata
- model version: not_reported_in_legacy_extract; dataset version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract
Related records
- evaluation: scXDR: Cross-dataset single-cell drug response transfer
- subject: Reported AUC for scXDR