GUE evaluation of DNABERT-2 on Covid variant classification, dataset Covid, scored with F1.
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| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: DNABERT-2 | Task: GUE COVID-VARIANT-CLASSIFICATION-COVID: Covid variant classification, dataset Covid Dataset subset: GUE Covid variant classification, Covid (GUE split) | 71% Macro F1 percent · higher Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceDNABERT-2 on GUE COVID-VARIANT-CLASSIFICATION-COVID: Covid variant classification, dataset Covid Fine-tuned on the GUE training split, scored on its test split. Split sizes are in Table 12. Aggregation: Not reported DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genomes · Table 6, row(DNABERT-2), column(Covid variant classification Covid) |
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Fine-tuned on the GUE training split, scored on its test split. Split sizes are in Table 12.
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10 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Comparison: metric implementation F1 Context-only references | DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genomes Table 6, row(DNABERT-2), column(Covid variant classification Covid) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Comparison: protocol id gue-task-covid-variant-classification-covid Context-only references | DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genomes Table 6, row(DNABERT-2), column(Covid variant classification Covid) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Origin author_reported Context-only references | DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genomes Table 6, row(DNABERT-2), column(Covid variant classification Covid) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Protocol Fine-tuned on the GUE training split, scored on its test split. Split sizes are in Table 12. Context-only references | DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genomes Table 6, row(DNABERT-2), column(Covid variant classification Covid) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Source location Table 6, row(DNABERT-2), column(Covid variant classification Covid) Context-only references | DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genomes Table 6, row(DNABERT-2), column(Covid variant classification Covid) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Description GUE evaluation of DNABERT-2 on Covid variant classification, dataset Covid, scored with F1. Context-only references | DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genomes Table 6, row(DNABERT-2), column(Covid variant classification Covid) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: assessment gue-task-covid-variant-classification-covid Context-only references | DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genomes Table 6, row(DNABERT-2), column(Covid variant classification Covid) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: data gue-dataset-gue-covid-variant-classification-covid Context-only references | DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genomes Table 6, row(DNABERT-2), column(Covid variant classification Covid) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: system gue-method-dnabert-2 Context-only references | DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genomes Table 6, row(DNABERT-2), column(Covid variant classification Covid) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Name DNABERT-2 on GUE COVID-VARIANT-CLASSIFICATION-COVID: Covid variant classification, dataset Covid Context-only references | DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genomes Table 6, row(DNABERT-2), column(Covid variant classification Covid) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
Release 2026-11-02-a7f03c9e55a5 · Record review: source checked
Stable ID: gue-evaluation-dnabert-2-covid-variant-classification-covid