Dilated ResNet: description
Description of Dilated ResNet
Supervised dilated convolutional network baseline, built from three or four DilatedResNet blocks and trained from scratch on each task's training split.
Replace a placeholder or provenance description with a sourced functional description (issue #88 follow-up). Historical releases retain the original value.
Evidence
Source checking verifies the cited claim or transcription. It does not establish independent reproduction.
Evidence table
Inspect claims, sources and review details
Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.
One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
14 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Claimed field description Context-only references | MIMIC v1: Table S11 and Appendix D.3 expansion-p3-mrnabench-2025: Appendix A, Overview of Evaluated Models (baselines paragraph); coverage-source-mimic-2026-v1-html: Table S11 and Appendix D.3 Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: arXiv version 1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Claimed field description Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction expansion-p3-mrnabench-2025: Appendix A, Overview of Evaluated Models (baselines paragraph); coverage-source-mimic-2026-v1-html: Table S11 and Appendix D.3 Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: preprint archived 2025-07-08 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Previous value Prior mRNABench evaluated pipeline, quoted in MIMIC Table S11; not a new execution. Context-only references | MIMIC v1: Table S11 and Appendix D.3 expansion-p3-mrnabench-2025: Appendix A, Overview of Evaluated Models (baselines paragraph); coverage-source-mimic-2026-v1-html: Table S11 and Appendix D.3 Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: arXiv version 1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Previous value Prior mRNABench evaluated pipeline, quoted in MIMIC Table S11; not a new execution. Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction expansion-p3-mrnabench-2025: Appendix A, Overview of Evaluated Models (baselines paragraph); coverage-source-mimic-2026-v1-html: Table S11 and Appendix D.3 Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: preprint archived 2025-07-08 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Source location expansion-p3-mrnabench-2025: Appendix A, Overview of Evaluated Models (baselines paragraph); coverage-source-mimic-2026-v1-html: Table S11 and Appendix D.3 Context-only references | MIMIC v1: Table S11 and Appendix D.3 expansion-p3-mrnabench-2025: Appendix A, Overview of Evaluated Models (baselines paragraph); coverage-source-mimic-2026-v1-html: Table S11 and Appendix D.3 Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: arXiv version 1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Source location expansion-p3-mrnabench-2025: Appendix A, Overview of Evaluated Models (baselines paragraph); coverage-source-mimic-2026-v1-html: Table S11 and Appendix D.3 Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction expansion-p3-mrnabench-2025: Appendix A, Overview of Evaluated Models (baselines paragraph); coverage-source-mimic-2026-v1-html: Table S11 and Appendix D.3 Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: preprint archived 2025-07-08 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Claimed value Supervised dilated convolutional network baseline, built from three or four DilatedResNet blocks and trained from scratch on each task's training split. Context-only references | MIMIC v1: Table S11 and Appendix D.3 expansion-p3-mrnabench-2025: Appendix A, Overview of Evaluated Models (baselines paragraph); coverage-source-mimic-2026-v1-html: Table S11 and Appendix D.3 Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: arXiv version 1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Claimed value Supervised dilated convolutional network baseline, built from three or four DilatedResNet blocks and trained from scratch on each task's training split. Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction expansion-p3-mrnabench-2025: Appendix A, Overview of Evaluated Models (baselines paragraph); coverage-source-mimic-2026-v1-html: Table S11 and Appendix D.3 Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: preprint archived 2025-07-08 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Description Replace a placeholder or provenance description with a sourced functional description (issue #88 follow-up). Historical releases retain the original value. Context-only references | MIMIC v1: Table S11 and Appendix D.3 expansion-p3-mrnabench-2025: Appendix A, Overview of Evaluated Models (baselines paragraph); coverage-source-mimic-2026-v1-html: Table S11 and Appendix D.3 Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: arXiv version 1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Description Replace a placeholder or provenance description with a sourced functional description (issue #88 follow-up). Historical releases retain the original value. Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction expansion-p3-mrnabench-2025: Appendix A, Overview of Evaluated Models (baselines paragraph); coverage-source-mimic-2026-v1-html: Table S11 and Appendix D.3 Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: preprint archived 2025-07-08 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
Sources and history
Release 2026-11-02-a7f03c9e55a5 · Record review: source checked
2 source records and release history
- MIMIC v1: Table S11 and Appendix D.3 · Original source · arXiv version 1
- mRNABench: A curated benchmark for mature mRNA property and function prediction · Original source · preprint archived 2025-07-08
Technical metadata and extraction receipts
Stable ID: metadata-correction-cb95a92bc7ef124e1e3b
- areas
- rna-transcriptomes
- field
- description
- previous value
- Prior mRNABench evaluated pipeline, quoted in MIMIC Table S11; not a new execution.
- value
- Supervised dilated convolutional network baseline, built from three or four DilatedResNet blocks and trained from scratch on each task's training split.
- source locator
- expansion-p3-mrnabench-2025: Appendix A, Overview of Evaluated Models (baselines paragraph); coverage-source-mimic-2026-v1-html: Table S11 and Appendix D.3
- review
- method: automated-source-review; ai-assisted-source-review; reviewer: claude; reviewer note: Extractor: Claude research agent for the issue #88 follow-up. Reviewer: separate Claude review agent, independent of the extractor; no human review claimed; date: 2026-10-11; method note: Re-downloaded the cited artifact and checked its SHA-256 against the pin, read the new description against the cited passage, compared previous_value with origin/main, and ran build.py --check.; note: Replace a placeholder or provenance description with a sourced functional description (issue #88 follow-up). Historical releases retain the original value. Independent review 2026-10-11: Supported by mRNABench Appendix A 'Overview of Evaluated Models' (PMC12265608, matches pin): ab-initio supervised dilated CNN, trained from scratch on the train split, three or four DilatedResNetBlocks. MIMIC (matches pin) cites the row as Dilated ResNet [71], and [71] is mRNABench. The old text is kept in source_locator.
Related records
- subject: Dilated ResNet