Result

78.5% accuracy

BarcodeBERT (4–4-4) · accuracy · DNA barcodes of unseen species

Tested configuration: BarcodeBERT (4–4-4)
Task: unseen-species genus classification
Dataset: DNA barcodes of unseen species
Procedure: genus-level nearest-neighbor probe on species unseen in training
Evaluation: BarcodeBERT (4–4-4): unseen-species genus classification
Coverage: scored: unreported; eligible: unreported
Uncertainty: Not reported
Evidence: Author-reported evaluation · source checkedBarcodeBERT: transformers for biodiversity analyses · Table 1, BarcodeBERT (4–4-4) row, unseen-species genus-level 1-NN Acc (%) 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.

Reproduction

Split: 1-NN probe
Adaptation: Not reported
Scoring implementation: Not reported

No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.

Access requirements and official instructions: unseen-species genus classification

Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.

Evidence

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Evidence table

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1 evidence row matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statement	Original source and location	Review and provenance
attributes.printed_value 78.5 Individual claims	BarcodeBERT: transformers for biodiversity analyses Original source ↗ Table 1, BarcodeBERT (4–4-4) row, unseen-species genus-level 1-NN Acc (%) column Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558051+00:00	source checked independent ai table review · 2026-09-16T10:38:57.558051+00:00 author reported Audit details Resolved the two-level column header: Acc (%) falls under genus-level 1-NN probe of unseen species, not seen-species classification or BIN reconstruction. BarcodeBERT (4–4-4) has 78.5 in this cell. Field: `attributes.printed_value` Claim: claim-b2-barcodebert-2026 Source artifact SHA-256: `493f9fe70b483780ba76d51ccf217d3ca83539c82b89917fd3ccebe2b6eb831d` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact Extraction artifact SHA-256: `493f9fe70b483780ba76d51ccf217d3ca83539c82b89917fd3ccebe2b6eb831d` Extraction artifact

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Sources and history

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Release 2026-09-29-06401fd5b220 · Record review: source checked

1 source records and release history

BarcodeBERT: transformers for biodiversity analyses · Original source · journal full text in PMC

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Technical metadata and extraction receipts

Stable ID: b2-barcodebert-2026

areas: dna-genomes
tasks: unseen-species genus classification
printed value: 78.5
numeric value: 78.5
metric: accuracy
metric direction: unknown
unit: percent
uncertainty: Not reported
source locator: Table 1, BarcodeBERT (4–4-4) row, unseen-species genus-level 1-NN Acc (%) column
review: method: independent_ai_table_review; reviewer: Codex secondary table review; reviewed at: 2026-09-16T10:38:57.558051+00:00; notes: Resolved the two-level column header: Acc (%) falls under genus-level 1-NN probe of unseen species, not seen-species classification or BIN reconstruction. BarcodeBERT (4–4-4) has 78.5 in this cell.; evidence: Original PMC XML table headers, row groups and caption inspected; printed value 78.5.; artifact sha256: 493f9fe70b483780ba76d51ccf217d3ca83539c82b89917fd3ccebe2b6eb831d; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC13008329/fullTextXML
legacy id: b2-barcodebert-2026
legacy row: id: b2-barcodebert-2026; paper id: barcodebert-2026; domain id: dna-genomes; task: unseen-species genus classification; model: BarcodeBERT (4–4-4); model version: 4–4–4; dataset: DNA barcodes of unseen species; dataset version: Not reported; split: 1-NN probe; metric: accuracy; value: 78.5; unit: percent; uncertainty: Not reported; protocol: genus-level nearest-neighbor probe on species unseen in training; source locator: Table 1, BarcodeBERT (4–4-4) row, unseen-species genus-level 1-NN Acc (%) column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC13008329/; evaluation origin: author_reported; reviewed utc: 2026-09-15T23:33:26Z
missing metadata: dataset version: not_reported_in_legacy_extract; uncertainty: not_reported_in_legacy_extract

Related records

evaluation: BarcodeBERT (4–4-4): unseen-species genus classification
subject: Reported accuracy for BarcodeBERT (4–4-4)

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