scXDR transfer scenario 2
Evaluation results
Release 2026-09-16-d74d282221a9 · 2 evaluations · 2 metric rows. 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. |
| scVI: Cross-dataset single-cell drug response transfer Model: scVI · Benchmark: Cross-dataset single-cell drug response transfer · Dataset: scXDR transfer scenario 2 Single-cell-to-single-cell transfer; source scenario 2. Independent external evaluation · Evaluation metadata: needs review | ||
| 0.6970 AUC Unit: unitless · Direction: unknown | Uncertainty: ± 0.2463 standard deviation Scored: Not reported · Eligible: Not reported | source checkedscXDR: drug response prediction across single-cell datasets via heterogeneous network transfer learning · Table 2, scVI row, Scenario 2 column Source checking is not independent reproduction. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- 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: reported-dataset-f7210686a78474
- 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