evaluation · needs review

scVI: Cross-dataset single-cell drug response transfer

Evaluation procedure

Single-cell-to-single-cell transfer; source scenario 2.

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
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.

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

Technical metadata and extraction receipts

Stable ID: evaluation-lit-b3-018

areas: cells-tissues
tasks: Cross-dataset single-cell drug response transfer
origin: independent_paper
protocol: Single-cell-to-single-cell transfer; source scenario 2.
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

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