result · source checked
0.8772 accuracy
DETIRE · accuracy · testing viral metagenome dataset
- Tested model
- DETIRE
- Task or benchmark
- viral sequence detection
- Dataset
- testing viral metagenome dataset
- Procedure
- Hybrid deep learning virus-fragment classifier on paper testing dataset
- Evaluation
- DETIRE: viral sequence detection
- Evidence
- Author-reported evaluation · source checkedDETIRE: a hybrid deep learning model for identifying viral sequences from metagenomes · Table 1, Accuracy row, DETIRE column
A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: needs review. Source checked does not mean independently reproduced.
Evaluation results
Release 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| DETIRE: viral sequence detection Hybrid deep learning virus-fragment classifier on paper testing dataset Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.8772 accuracy Unit: fraction · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedDETIRE: a hybrid deep learning model for identifying viral sequences from metagenomes · Table 1, Accuracy row, DETIRE column Source checking is not independent reproduction. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: source checked
- DETIRE: a hybrid deep learning model for identifying viral sequences from metagenomes · Original source · PMC archival version PMC10313334.1
Technical metadata and extraction receipts
Stable ID: lit-b4-018
- areas
- microbes-communities
- tasks
- viral sequence detection
- printed value
- 0.8772
- numeric value
- 0.8772
- metric
- accuracy
- metric direction
- unknown
- unit
- fraction
- uncertainty
- Not reported
- source locator
- Table 1, Accuracy row, DETIRE column
- review
- method: primary_xml_exact_label_cell_check; reviewer: rewire deterministic table checker v1; reviewed at: 2026-09-16T10:33:58.392Z; notes: Exact row/header labels and numeric cell matched. Check verifies transcription, not experimental correctness.; evidence: Table 1, Accuracy row, DETIRE column; cell: 0.8772; artifact sha256: 9ff7d32758620f7b0b0628425f62abff103ca2e33269ce3763383584bcebfc3c; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC10313334/fullTextXML
- legacy id
- lit-b4-018
- legacy row
- id: lit-b4-018; paper id: detire-viral-metagenomes-2023; domain id: microbes-communities; task: viral sequence detection; model: DETIRE; model version: Not reported; dataset: testing viral metagenome dataset; dataset version: Not reported; split: test; metric: accuracy; value: 0.8772; unit: fraction; uncertainty: Not reported; protocol: Hybrid deep learning virus-fragment classifier on paper testing dataset; source locator: Table 1, Accuracy row, DETIRE column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC10313334/; evaluation origin: author_reported; reviewed utc: 2026-09-15T23:37:05Z
- missing metadata
- model version: not_reported_in_legacy_extract; dataset version: not_reported_in_legacy_extract; uncertainty: not_reported_in_legacy_extract
Related records
- evaluation: DETIRE: viral sequence detection
- subject: Reported accuracy for DETIRE