Result

0.03 auprc

AWD-LSTM · BEND ENHANCER · AUPRC

Tested method: AWD-LSTM
Task: BEND ENHANCER: Enhancer annotation
Dataset subset: Fulco 2019, Gasperini 2019 and Enformer enhancer set (BEND split)
Procedure: A downstream head trained on frozen embeddings, except for the expert methods and the fully supervised baselines, which are trained end to end. Metric and splits are from Table 1.
Evaluation: AWD-LSTM on BEND ENHANCER: Enhancer annotation
Evidence: Author-reported evaluation · source checkedBEND: Benchmarking DNA Language Models on Biologically Meaningful Tasks · Table 3, row(AWD-LSTM), column(Enhancer annotation)

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

BEND evaluation of AWD-LSTM on Enhancer annotation, scored with AUPRC.

task: BEND ENHANCER: Enhancer annotation
method: AWD-LSTM
dataset subset: Fulco 2019, Gasperini 2019 and Enformer enhancer set (BEND split)
Split: Not reported
Adaptation: Not reported
Scoring implementation: AUPRC

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.

Access requirements and official instructions: BEND ENHANCER: Enhancer annotation

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.

Evaluation setupMetricEvidence origin

Results grouped by the exact reported evaluation
Metric and finding	Coverage and uncertainty	Evidence
AWD-LSTM on BEND ENHANCER: Enhancer annotation Method: AWD-LSTMTask: BEND ENHANCER: Enhancer annotationDataset subset: Fulco 2019, Gasperini 2019 and Enformer enhancer set (BEND split) A downstream head trained on frozen embeddings, except for the expert methods and the fully supervised baselines, which are trained end to end. Metric and splits are from Table 1. Author-reported evaluation · Evaluation metadata: source checked
0.03 auprc Unit: fraction · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedBEND: Benchmarking DNA Language Models on Biologically Meaningful Tasks · Table 3, row(AWD-LSTM), column(Enhancer annotation) 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

Claims, original sources and review scope · Release 2026-09-17-134cd1815de8
Property and statement	Original source and location	Review and provenance
Reported result 0.03 Individual claims	BEND: Benchmarking DNA Language Models on Biologically Meaningful Tasks Original source ↗ Table 3, row(AWD-LSTM), column(Enhancer annotation) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 Retrieved: 2026-09-17T08:06:28.183228+00:00	source checked Deterministic parse of the pinned PDF text layer, with row and column counts asserted · 2026-09-18 author reported Audit details Source checked, not reproduced. Metrics differ by task, so no composite score across tasks is computed or implied. Field: `attributes.printed_value` Source artifact SHA-256: `f709b6bef3120eb979c0a0e02d2582475c49410f29850ed7601ba7a700ca379d` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact Extraction artifact SHA-256: `f709b6bef3120eb979c0a0e02d2582475c49410f29850ed7601ba7a700ca379d` Extraction artifact

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Sources and history

Release 2026-09-17-134cd1815de8 · Record review: source checked

1 source records and release history

BEND: Benchmarking DNA Language Models on Biologically Meaningful Tasks · Original source · Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256

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Technical metadata and extraction receipts

Stable ID: bend-result-awd-lstm-enhancer-auprc

areas: dna-genomes
tasks: Enhancer annotation
metric: auprc
metric direction: higher
unit: fraction
printed value: 0.03
numeric value: 0.03
uncertainty: Not reported
source locator: Table 3, row(AWD-LSTM), column(Enhancer annotation)
missing metadata: denominator: unextracted; seeds: unreported
review: method: Deterministic parse of the pinned PDF text layer, with row and column counts asserted; reviewer: Codex research agent; no human review claimed; date: 2026-09-18; artifact sha256: f709b6bef3120eb979c0a0e02d2582475c49410f29850ed7601ba7a700ca379d; retrieval url: https://proceedings.iclr.cc/paper_files/paper/2024/file/429e7b31625a8b7839f9e4d6e2aa9bb9-Paper-Conference.pdf; notes: Source checked, not reproduced. Metrics differ by task, so no composite score across tasks is computed or implied.

Related records

evaluation: AWD-LSTM on BEND ENHANCER: Enhancer annotation

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