0.443 auroc
Caduceus (zero-shot likelihood) · DART-Eval VS-YORUBAN-AUROC · AUROC
- Tested configuration
- Caduceus (zero-shot likelihood)
- Task
- DART-Eval VS-YORUBAN-AUROC: Variant scoring on DNase QTLs in Yoruban LCLs, AUROC
- 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
- Caduceus (zero-shot likelihood) on DART-Eval VS-YORUBAN-AUROC: Variant scoring on DNase QTLs in Yoruban LCLs, AUROC
- Evidence
- Author-reported evaluation · source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(Yoruban Caduceus), column(zero-shot likelihood auroc)
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 Caduceus (zero-shot likelihood) on Variant scoring on DNase QTLs in Yoruban LCLs, AUROC, scored with AUROC.
- task
- DART-Eval VS-YORUBAN-AUROC: Variant scoring on DNase QTLs in Yoruban LCLs, AUROC
- configuration
- Caduceus (zero-shot likelihood)
- dataset subset
- DNase QTLs in Yoruban LCLs (DART-Eval split)
- Split
- Not reported
- Adaptation
- Not reported
- Scoring implementation
- AUROC
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 |
|---|---|---|
| Caduceus (zero-shot likelihood) on DART-Eval VS-YORUBAN-AUROC: Variant scoring on DNase QTLs in Yoruban LCLs, AUROC Configuration: Caduceus (zero-shot likelihood)Task: DART-Eval VS-YORUBAN-AUROC: Variant scoring on DNase QTLs in Yoruban LCLs, AUROCDataset 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 | ||
| 0.443 auroc 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 Caduceus), column(zero-shot likelihood auroc) 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 0.443 Individual claims | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 6, row(Yoruban Caduceus), column(zero-shot likelihood auroc) 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-caduceus-zero-shot-likelihood-vs-yoruban-auroc-auroc
- areas
- dna-genomes
- tasks
- Variant scoring on DNase QTLs in Yoruban LCLs, AUROC
- metric
- auroc
- metric direction
- higher
- unit
- fraction
- printed value
- 0.443
- numeric value
- 0.443
- uncertainty
- Not reported
- source locator
- Table 6, row(Yoruban Caduceus), column(zero-shot likelihood auroc)
- 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.