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1 evaluation · 1 result. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: scMDC (SCMBench) | Protocol: SCMBench paired RNA-ATAC integration accuracy Dataset subset: 10x-Multiome-Pbmc10k (SCMBench) | 0.739 Scmbench integration accuracy (mean of MAP, NMI, ASW and ARI) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourcescMDC on SCMBench paired integration, 10x-Multiome-Pbmc10k lit-cells-networks-20261011-scmbench-protocol-paired-integration-accuracy Aggregation: Not reported SCMBench: benchmarking domain-specific and foundation models for single-cell multi-omics data integration; SCMBench Supplementary Data 2 (integration results) · Supplementary Data 2, sheet 'paired_inte_overall', cell B3 (row 'scMDC', column '10x-Multiome-Pbmc10k') |
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Release 2026-10-23-5347695500ed · Evidence verified: Not verified
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SCMBench paired RNA-ATAC integration accuracy
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36 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Comparison: adaptation Not reported Context-only references | SCMBench: benchmarking domain-specific and foundation models for single-cell multi-omics data integration Supplementary Data 2, sheet 'paired_inte_overall', row 3 'scMDC' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Published article, Nature Communications 2026 (PMC13342640.1) | missing or unspecified No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: adaptation Not reported Context-only references | SCMBench Supplementary Data 2 (integration results) Supplementary Data 2, sheet 'paired_inte_overall', row 3 'scMDC' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Data 2 (MOESM4) of the published article | missing or unspecified No individual claim review recorded independent paper Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: aggregation Mean of four metrics Context-only references | SCMBench: benchmarking domain-specific and foundation models for single-cell multi-omics data integration Supplementary Data 2, sheet 'paired_inte_overall', row 3 'scMDC' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Published article, Nature Communications 2026 (PMC13342640.1) | not individually reviewed No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: aggregation Mean of four metrics Context-only references | SCMBench Supplementary Data 2 (integration results) Supplementary Data 2, sheet 'paired_inte_overall', row 3 'scMDC' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Data 2 (MOESM4) of the published article | not individually reviewed No individual claim review recorded independent paper Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: budget Not reported Context-only references | SCMBench: benchmarking domain-specific and foundation models for single-cell multi-omics data integration Supplementary Data 2, sheet 'paired_inte_overall', row 3 'scMDC' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Published article, Nature Communications 2026 (PMC13342640.1) | missing or unspecified No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: budget Not reported Context-only references | SCMBench Supplementary Data 2 (integration results) Supplementary Data 2, sheet 'paired_inte_overall', row 3 'scMDC' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Data 2 (MOESM4) of the published article | missing or unspecified No individual claim review recorded independent paper Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: dataset version Not reported Context-only references | SCMBench: benchmarking domain-specific and foundation models for single-cell multi-omics data integration Supplementary Data 2, sheet 'paired_inte_overall', row 3 'scMDC' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Published article, Nature Communications 2026 (PMC13342640.1) | missing or unspecified No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: dataset version Not reported Context-only references | SCMBench Supplementary Data 2 (integration results) Supplementary Data 2, sheet 'paired_inte_overall', row 3 'scMDC' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Data 2 (MOESM4) of the published article | missing or unspecified No individual claim review recorded independent paper Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: inputs scRNA-seq counts and scATAC-seq peaks (gene activity scores for foundation models) Context-only references | SCMBench: benchmarking domain-specific and foundation models for single-cell multi-omics data integration Supplementary Data 2, sheet 'paired_inte_overall', row 3 'scMDC' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Published article, Nature Communications 2026 (PMC13342640.1) | not individually reviewed No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: inputs scRNA-seq counts and scATAC-seq peaks (gene activity scores for foundation models) Context-only references | SCMBench Supplementary Data 2 (integration results) Supplementary Data 2, sheet 'paired_inte_overall', row 3 'scMDC' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Data 2 (MOESM4) of the published article | not individually reviewed No individual claim review recorded independent paper Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Release 2026-10-23-5347695500ed · Record review: source checked
Stable ID: lit-cells-networks-20261011-scmbench-eval-paired-10x-multiome-pbmc10k-scmdc