0.717 spearman_r
DNABERT-2 (fine-tuned) · DART-Eval CA-SPEARMAN-H1ESC · Spearman r
- Tested configuration
- DNABERT-2 (fine-tuned)
- Task
- DART-Eval CA-SPEARMAN-H1ESC: Chromatin activity prediction, H1ESC, positives only
- Dataset subset
- ENCODE chromatin accessibility peaks in five cell lines (DART-Eval split)
- Related family profiles
- DNABERT-2
- Procedure
- Rank correlation with measured accessibility among positive H1ESC peaks.
- Evaluation
- DNABERT-2 (fine-tuned) on DART-Eval CA-SPEARMAN-H1ESC: Chromatin activity prediction, H1ESC, positives only
- Coverage
- scored: unreported; eligible: unreported
- Uncertainty
- Not reported
- Evidence
- Author-reported evaluation · source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 5, row(Fine-Tuned DNABERT-2), column(CA-SPEARMAN-H1ESC)
A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: source checked. Source checked does not mean independently reproduced.
Reproduction
- Split
- Not reported
- Adaptation
- Not reported
- Scoring implementation
- Spearman r
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.
Evidence
Source checking verifies the cited claim or transcription. It does not establish 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.
1 evidence row matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Reported result 0.717 Individual claims | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 5, row(Fine-Tuned DNABERT-2), column(CA-SPEARMAN-H1ESC) Version: 2412.05430v1 | source checked Deterministic parse of the pinned HTML tables, with row and column counts asserted · 2026-09-19 author reported Audit detailsSource checked, not reproduced. Metrics differ by task, so no composite score across tasks is computed or implied. Field: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. Extraction artifact SHA-256: |
Sources and history
View linked audit checks and correction history
Release 2026-09-29-06401fd5b220 · Record review: source checked
1 source records and release history
- DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Original source · 2412.05430v1
Technical metadata and extraction receipts
Stable ID: dart-eval-result-dnabert-2-fine-tuned-ca-spearman-h1esc-spearman-r
- areas
- dna-genomes
- tasks
- Chromatin activity prediction, H1ESC, positives only
- metric
- spearman_r
- metric direction
- higher
- unit
- correlation
- printed value
- 0.717
- numeric value
- 0.717
- uncertainty
- Not reported
- source locator
- Table 5, row(Fine-Tuned DNABERT-2), column(CA-SPEARMAN-H1ESC)
- missing metadata
- denominator: unextracted; seeds: unreported
- review
- method: Deterministic parse of the pinned HTML tables, with row and column counts asserted; reviewer: Codex research agent; no human review claimed; date: 2026-09-19; artifact sha256: 4194b137ba55c9a2c269d119a9afec6ae1bb0feaf17d91433ae483c41221a56b; retrieval url: https://arxiv.org/html/2412.05430v1; notes: Source checked, not reproduced. Metrics differ by task, so no composite score across tasks is computed or implied.