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1 evaluation · 1 result. Different protocols are not a single leaderboard.
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| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: DeepSom-ESAD, tumour-only Illumina WGS (Krishnamachari et al. 2026) | Protocol: SEQC2 HCC1395 tumour-only, SNVs, AUPRC (Krishnamachari et al. 2026 Supplementary Table 1) Dataset: SEQC2 HCC1395 tumour Illumina HiSeq WGS (WGS_IL_T_1), high-confidence regions | 0.577 AUPRC (SNV only, tumour-only) fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceDeepSom-ESAD on seqc2-snv tumour-only (Krishnamachari et al. 2026) somatic-varnet-t-20261011-protocol-seqc2-snv Aggregation: Not reported Improved tumor-only variant calling and mutation burden estimation with VarNet-T; VarNet-T Supplementary Information; VarNet-T Source Data workbook · Supplementary Table 1, row 'DeepSom-ESAD', column 'SEQC2 SNV' |
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SEQC2 HCC1395 tumour-only, SNVs, AUPRC (Krishnamachari et al. 2026 Supplementary Table 1)
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54 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Comparison: adaptation Not reported Context-only references | Improved tumor-only variant calling and mutation burden estimation with VarNet-T Supplementary Table 1, column SEQC2 SNV, row 'DeepSom-ESAD' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Nature Communications, published 2026-04-09; PMC13243554 full-text XML | 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 | VarNet-T Source Data workbook Supplementary Table 1, column SEQC2 SNV, row 'DeepSom-ESAD' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Source Data file (41467_2026_71705_MOESM6_ESM.xlsx) | 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 | VarNet-T Supplementary Information Supplementary Table 1, column SEQC2 SNV, row 'DeepSom-ESAD' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Information PDF (41467_2026_71705_MOESM1_ESM.pdf), 28 pages | 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: aggregation Per sample Context-only references | Improved tumor-only variant calling and mutation burden estimation with VarNet-T Supplementary Table 1, column SEQC2 SNV, row 'DeepSom-ESAD' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Nature Communications, published 2026-04-09; PMC13243554 full-text XML | 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 Per sample Context-only references | VarNet-T Source Data workbook Supplementary Table 1, column SEQC2 SNV, row 'DeepSom-ESAD' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Source Data file (41467_2026_71705_MOESM6_ESM.xlsx) | 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 Per sample Context-only references | VarNet-T Supplementary Information Supplementary Table 1, column SEQC2 SNV, row 'DeepSom-ESAD' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Information PDF (41467_2026_71705_MOESM1_ESM.pdf), 28 pages | 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: budget Not reported Context-only references | Improved tumor-only variant calling and mutation burden estimation with VarNet-T Supplementary Table 1, column SEQC2 SNV, row 'DeepSom-ESAD' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Nature Communications, published 2026-04-09; PMC13243554 full-text XML | 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 | VarNet-T Source Data workbook Supplementary Table 1, column SEQC2 SNV, row 'DeepSom-ESAD' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Source Data file (41467_2026_71705_MOESM6_ESM.xlsx) | 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 | VarNet-T Supplementary Information Supplementary Table 1, column SEQC2 SNV, row 'DeepSom-ESAD' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Information PDF (41467_2026_71705_MOESM1_ESM.pdf), 28 pages | 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 | Improved tumor-only variant calling and mutation burden estimation with VarNet-T Supplementary Table 1, column SEQC2 SNV, row 'DeepSom-ESAD' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Nature Communications, published 2026-04-09; PMC13243554 full-text XML | 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 |
Release 2026-10-22-1b7cf027e4f6 · Record review: source checked
Stable ID: somatic-varnet-t-20261011-eval-deepsom-esad-seqc2-snv