DART-Eval evaluation of ChromBPNet (ab initio) on Chromatin activity prediction, IMR90, positives against negatives, scored with AUROC.
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1 evaluation · 1 result. Different protocols are not a single leaderboard.
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| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Method: ChromBPNet (ab initio) | Task: DART-Eval CA-AUROC-IMR90: Chromatin activity prediction, IMR90, positives against negatives Dataset subset: ENCODE chromatin accessibility peaks in five cell lines (DART-Eval split) | 0.975 auroc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSeparating positive IMR90 peaks from matched negatives. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 5, row(Ab initio ChromBPNet), column(CA-AUROC-IMR90) |
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Separating positive IMR90 peaks from matched negatives.
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10 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.comparison.metric_implementation AUROC Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 5, row(Ab initio ChromBPNet), column(CA-AUROC-IMR90) Version: 2412.05430v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.comparison.protocol_id dart-eval-task-ca-auroc-imr90 Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 5, row(Ab initio ChromBPNet), column(CA-AUROC-IMR90) Version: 2412.05430v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.origin author_reported Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 5, row(Ab initio ChromBPNet), column(CA-AUROC-IMR90) Version: 2412.05430v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.protocol Separating positive IMR90 peaks from matched negatives. Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 5, row(Ab initio ChromBPNet), column(CA-AUROC-IMR90) Version: 2412.05430v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.source_locator Table 5, row(Ab initio ChromBPNet), column(CA-AUROC-IMR90) Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 5, row(Ab initio ChromBPNet), column(CA-AUROC-IMR90) Version: 2412.05430v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| description DART-Eval evaluation of ChromBPNet (ab initio) on Chromatin activity prediction, IMR90, positives against negatives, scored with AUROC. Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 5, row(Ab initio ChromBPNet), column(CA-AUROC-IMR90) Version: 2412.05430v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: benchmark dart-eval-task-ca-auroc-imr90 Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 5, row(Ab initio ChromBPNet), column(CA-AUROC-IMR90) Version: 2412.05430v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: dataset dart-eval-dataset-encode-chromatin-accessibility-peaks-in-five-cell-lines Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 5, row(Ab initio ChromBPNet), column(CA-AUROC-IMR90) Version: 2412.05430v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: model dart-eval-method-chrombpnet-ab-initio Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 5, row(Ab initio ChromBPNet), column(CA-AUROC-IMR90) Version: 2412.05430v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| name ChromBPNet (ab initio) on DART-Eval CA-AUROC-IMR90: Chromatin activity prediction, IMR90, positives against negatives Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 5, row(Ab initio ChromBPNet), column(CA-AUROC-IMR90) Version: 2412.05430v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
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Release 2026-09-29-06401fd5b220 · Record review: source checked
Stable ID: dart-eval-evaluation-chrombpnet-ab-initio-ca-auroc-imr90