0.738 pearson_r
ChromBPNet (ab initio) · DART-Eval VS-YORUBAN-PEARSON_R · Pearson r
- Tested method
- ChromBPNet (ab initio)
- Task
- DART-Eval VS-YORUBAN-PEARSON_R: Variant scoring on DNase QTLs in Yoruban LCLs, Pearson r
- Dataset subset
- DNase QTLs in Yoruban LCLs (DART-Eval split)
- Procedure
- Score the effect of a variant on chromatin accessibility, against the measured QTL call.
- Evaluation
- ChromBPNet (ab initio) on DART-Eval VS-YORUBAN-PEARSON_R: Variant scoring on DNase QTLs in Yoruban LCLs, Pearson r
- Evidence
- Author-reported evaluation · source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(Yoruban ChromBPNet), column(ab initio pearson_r)
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.
Methods and reproduction
DART-Eval evaluation of ChromBPNet (ab initio) on Variant scoring on DNase QTLs in Yoruban LCLs, Pearson r, scored with Pearson r.
- task
- DART-Eval VS-YORUBAN-PEARSON_R: Variant scoring on DNase QTLs in Yoruban LCLs, Pearson r
- method
- ChromBPNet (ab initio)
- dataset subset
- DNase QTLs in Yoruban LCLs (DART-Eval split)
- Split
- Not reported
- Adaptation
- Not reported
- Scoring implementation
- Pearson 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.
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 |
|---|---|---|
| ChromBPNet (ab initio) on DART-Eval VS-YORUBAN-PEARSON_R: Variant scoring on DNase QTLs in Yoruban LCLs, Pearson r Method: ChromBPNet (ab initio)Task: DART-Eval VS-YORUBAN-PEARSON_R: Variant scoring on DNase QTLs in Yoruban LCLs, Pearson rDataset subset: DNase QTLs in Yoruban LCLs (DART-Eval split) Score the effect of a variant on chromatin accessibility, against the measured QTL call. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.738 pearson_r Unit: fraction · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(Yoruban ChromBPNet), column(ab initio pearson_r) 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.
1 evidence row matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Reported result 0.738 Individual claims | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 6, row(Yoruban ChromBPNet), column(ab initio pearson_r) Version: 2412.05430v1 | source checked Deterministic parse of the pinned HTML tables, with row and column counts asserted · 2026-09-18 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
Release 2026-09-17-134cd1815de8 · 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-chrombpnet-ab-initio-vs-yoruban-pearson-r-pearson-r
- areas
- dna-genomes
- tasks
- Variant scoring on DNase QTLs in Yoruban LCLs, Pearson r
- metric
- pearson_r
- metric direction
- higher
- unit
- fraction
- printed value
- 0.738
- numeric value
- 0.738
- uncertainty
- Not reported
- source locator
- Table 6, row(Yoruban ChromBPNet), column(ab initio pearson_r)
- 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: 2026-09-18; 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.