NT-2500M-1000g on GUE COVID-VARIANT-CLASSIFICATION-COVID: Covid variant classification, dataset Covid
GUE evaluation of NT-2500M-1000g on Covid variant classification, dataset Covid, scored with F1.
Methods and reproduction
GUE evaluation of NT-2500M-1000g on Covid variant classification, dataset Covid, scored with F1.
- task
- GUE COVID-VARIANT-CLASSIFICATION-COVID: Covid variant classification, dataset Covid
- configuration
- NT-2500M-1000g
- dataset subset
- GUE Covid variant classification, Covid (GUE split)
- Split
- Not reported
- Adaptation
- Not reported
- Scoring implementation
- F1
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.
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.
Evaluation procedure
Fine-tuned on the GUE training split, scored on its test split. Split sizes are in Table 12.
- Configuration
- NT-2500M-1000g
- Task
- GUE COVID-VARIANT-CLASSIFICATION-COVID: Covid variant classification, dataset Covid
- Dataset subset
- GUE Covid variant classification, Covid (GUE split)
- origin
- Author-reported evaluation
- configuration
- Not reported
- protocol id
- gue-task-covid-variant-classification-covid
- metric implementation
- F1
Metadata review: source checked. Unreported conditions prevent automatic comparisons.
Evaluation results
Release 2026-09-17-134cd1815de8 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard. Where several source tables report the same metric, the published comparisons above offer a pooled view that names what it does not hold constant.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| NT-2500M-1000g on GUE COVID-VARIANT-CLASSIFICATION-COVID: Covid variant classification, dataset Covid Configuration: NT-2500M-1000gTask: GUE COVID-VARIANT-CLASSIFICATION-COVID: Covid variant classification, dataset CovidDataset subset: GUE Covid variant classification, Covid (GUE split) Fine-tuned on the GUE training split, scored on its test split. Split sizes are in Table 12. Author-reported evaluation · Evaluation metadata: source checked | ||
| 66.73% f1 Unit: percent · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedDNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genomes · Table 6, row(NT-2500M-1000g), column(Covid variant classification Covid) Source checking is not 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.
10 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.comparison.metric_implementation F1 Context-only references | DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genomes Table 6, row(NT-2500M-1000g), 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. |
| attributes.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(NT-2500M-1000g), 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. |
| attributes.origin author_reported Context-only references | DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genomes Table 6, row(NT-2500M-1000g), 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. |
| attributes.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(NT-2500M-1000g), 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. |
| attributes.source_locator Table 6, row(NT-2500M-1000g), column(Covid variant classification Covid) Context-only references | DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genomes Table 6, row(NT-2500M-1000g), 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 NT-2500M-1000g 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(NT-2500M-1000g), 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: benchmark gue-task-covid-variant-classification-covid Context-only references | DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genomes Table 6, row(NT-2500M-1000g), 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: dataset gue-dataset-gue-covid-variant-classification-covid Context-only references | DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genomes Table 6, row(NT-2500M-1000g), 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: model gue-method-nt-2500m-1000g Context-only references | DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genomes Table 6, row(NT-2500M-1000g), 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 NT-2500M-1000g 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(NT-2500M-1000g), 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. |
Sources and history
Release 2026-09-17-134cd1815de8 · Record review: source checked
1 source records and release history
- DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genomes · Original source · Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256
Technical metadata and extraction receipts
Stable ID: gue-evaluation-nt-2500m-1000g-covid-variant-classification-covid
- areas
- dna-genomes
- tasks
- Covid variant classification, dataset Covid
- origin
- author_reported
- protocol
- Fine-tuned on the GUE training split, scored on its test split. Split sizes are in Table 12.
- comparison
- protocol id: gue-task-covid-variant-classification-covid; metric implementation: F1
- missing metadata
- checkpoint revision: unreported; seeds: unreported; budget: unreported; split manifest: unextracted
- source locator
- Table 6, row(NT-2500M-1000g), column(Covid variant classification Covid)