DNABERT-2 (fine-tuned): family DNABERT-2
Official paper fixes backbone identity and separates fine-tuning/probing/zero-shot conditions. Family link does not pool scores.
Evidence
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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.
12 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.field links:family:discovery-model-dnabert-2 Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA DART-Eval Table 1 (DNABERT-2, 117M) and adaptation-specific result tables; source-labelled configuration DNABERT-2 (fine-tuned) | Existing reviewed locator: Table 1, row(DNABERT-2) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 2412.05430v1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.field links:family:discovery-model-dnabert-2 Context-only references | MAGICS-LAB/DNABERT_2: README.md DART-Eval Table 1 (DNABERT-2, 117M) and adaptation-specific result tables; source-labelled configuration DNABERT-2 (fine-tuned) | Existing reviewed locator: Table 1, row(DNABERT-2) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| attributes.source_locator DART-Eval Table 1 (DNABERT-2, 117M) and adaptation-specific result tables; source-labelled configuration DNABERT-2 (fine-tuned) | Existing reviewed locator: Table 1, row(DNABERT-2) Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA DART-Eval Table 1 (DNABERT-2, 117M) and adaptation-specific result tables; source-labelled configuration DNABERT-2 (fine-tuned) | Existing reviewed locator: Table 1, row(DNABERT-2) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 2412.05430v1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.source_locator DART-Eval Table 1 (DNABERT-2, 117M) and adaptation-specific result tables; source-labelled configuration DNABERT-2 (fine-tuned) | Existing reviewed locator: Table 1, row(DNABERT-2) Context-only references | MAGICS-LAB/DNABERT_2: README.md DART-Eval Table 1 (DNABERT-2, 117M) and adaptation-specific result tables; source-labelled configuration DNABERT-2 (fine-tuned) | Existing reviewed locator: Table 1, row(DNABERT-2) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| attributes.target_id discovery-model-dnabert-2 Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA DART-Eval Table 1 (DNABERT-2, 117M) and adaptation-specific result tables; source-labelled configuration DNABERT-2 (fine-tuned) | Existing reviewed locator: Table 1, row(DNABERT-2) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 2412.05430v1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.target_id discovery-model-dnabert-2 Context-only references | MAGICS-LAB/DNABERT_2: README.md DART-Eval Table 1 (DNABERT-2, 117M) and adaptation-specific result tables; source-labelled configuration DNABERT-2 (fine-tuned) | Existing reviewed locator: Table 1, row(DNABERT-2) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| description Official paper fixes backbone identity and separates fine-tuning/probing/zero-shot conditions. Family link does not pool scores. Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA DART-Eval Table 1 (DNABERT-2, 117M) and adaptation-specific result tables; source-labelled configuration DNABERT-2 (fine-tuned) | Existing reviewed locator: Table 1, row(DNABERT-2) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 2412.05430v1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| description Official paper fixes backbone identity and separates fine-tuning/probing/zero-shot conditions. Family link does not pool scores. Context-only references | MAGICS-LAB/DNABERT_2: README.md DART-Eval Table 1 (DNABERT-2, 117M) and adaptation-specific result tables; source-labelled configuration DNABERT-2 (fine-tuned) | Existing reviewed locator: Table 1, row(DNABERT-2) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| Relationship: subject dart-eval-method-dnabert-2-fine-tuned Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA DART-Eval Table 1 (DNABERT-2, 117M) and adaptation-specific result tables; source-labelled configuration DNABERT-2 (fine-tuned) | Existing reviewed locator: Table 1, row(DNABERT-2) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 2412.05430v1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: subject dart-eval-method-dnabert-2-fine-tuned Context-only references | MAGICS-LAB/DNABERT_2: README.md DART-Eval Table 1 (DNABERT-2, 117M) and adaptation-specific result tables; source-labelled configuration DNABERT-2 (fine-tuned) | Existing reviewed locator: Table 1, row(DNABERT-2) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
Sources and history
View linked audit checks and correction history
Release 2026-09-29-06401fd5b220 · Record review: source checked
2 source records and release history
- DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Original source · 2412.05430v1
- MAGICS-LAB/DNABERT_2: README.md · Original source · f25bed9ee20db966dff39e5c1571249d04e36404
Technical metadata and extraction receipts
Stable ID: model-evaluation-identity-f7085835c81baf43724c
- areas
- dna-genomes
- field
- links:family:discovery-model-dnabert-2
- target id
- discovery-model-dnabert-2
- source locator
- DART-Eval Table 1 (DNABERT-2, 117M) and adaptation-specific result tables; source-labelled configuration DNABERT-2 (fine-tuned) | Existing reviewed locator: Table 1, row(DNABERT-2)
- review
- method: automated_source_review; date: 2026-09-23; note: Source review establishes this relationship only. Exact evaluated configurations and original numerical review status remain unchanged. Official paper fixes backbone identity and separates fine-tuning/probing/zero-shot conditions. Family link does not pool scores.
Related records
- subject: DNABERT-2 (fine-tuned)