The split of Chromatin QTLs in African LCLs that DART-Eval evaluated on. The upstream dataset release is not catalogued here, so no claim is made that this matches its original splits.
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35 evaluations · 35 results. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: Caduceus (fine-tuned) | Task: DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.65 auroc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African Caduceus), column(fine-tuned auroc) |
| Configuration: Caduceus (fine-tuned) | Task: DART-Eval VS-AFRICAN-PEARSON_R: Variant scoring on Chromatin QTLs in African LCLs, Pearson r Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.259 pearson_r correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African Caduceus), column(fine-tuned pearson_r) |
| Configuration: Caduceus (probed) | Task: DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.512 auroc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African Caduceus), column(probed auroc) |
| Configuration: Caduceus (probed) | Task: DART-Eval VS-AFRICAN-PEARSON_R: Variant scoring on Chromatin QTLs in African LCLs, Pearson r Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | -0.004 pearson_r correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African Caduceus), column(probed pearson_r) |
| Configuration: Caduceus (zero-shot embedding) | Task: DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.519 auroc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African Caduceus), column(zero-shot embedding auroc) |
| Configuration: Caduceus (zero-shot likelihood) | Task: DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.525 auroc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African Caduceus), column(zero-shot likelihood auroc) |
| Method: ChromBPNet (ab initio) | Task: DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.772 auroc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African ChromBPNet), column(ab initio auroc) |
| Method: ChromBPNet (ab initio) | Task: DART-Eval VS-AFRICAN-PEARSON_R: Variant scoring on Chromatin QTLs in African LCLs, Pearson r Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.671 pearson_r correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African ChromBPNet), column(ab initio pearson_r) |
| Configuration: DNABERT-2 (fine-tuned) | Task: DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.616 auroc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African DNABERT-2), column(fine-tuned auroc) |
| Configuration: DNABERT-2 (fine-tuned) | Task: DART-Eval VS-AFRICAN-PEARSON_R: Variant scoring on Chromatin QTLs in African LCLs, Pearson r Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.184 pearson_r correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African DNABERT-2), column(fine-tuned pearson_r) |
| Configuration: DNABERT-2 (probed) | Task: DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.502 auroc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African DNABERT-2), column(probed auroc) |
| Configuration: DNABERT-2 (probed) | Task: DART-Eval VS-AFRICAN-PEARSON_R: Variant scoring on Chromatin QTLs in African LCLs, Pearson r Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.007 pearson_r correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African DNABERT-2), column(probed pearson_r) |
| Configuration: DNABERT-2 (zero-shot embedding) | Task: DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.48 auroc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African DNABERT-2), column(zero-shot embedding auroc) |
| Configuration: GENA-LM (fine-tuned) | Task: DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.604 auroc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African GENA-LM), column(fine-tuned auroc) |
| Configuration: GENA-LM (fine-tuned) | Task: DART-Eval VS-AFRICAN-PEARSON_R: Variant scoring on Chromatin QTLs in African LCLs, Pearson r Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.201 pearson_r correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African GENA-LM), column(fine-tuned pearson_r) |
| Configuration: GENA-LM (probed) | Task: DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.515 auroc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African GENA-LM), column(probed auroc) |
| Configuration: GENA-LM (probed) | Task: DART-Eval VS-AFRICAN-PEARSON_R: Variant scoring on Chromatin QTLs in African LCLs, Pearson r Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | -0.007 pearson_r correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African GENA-LM), column(probed pearson_r) |
| Configuration: GENA-LM (zero-shot embedding) | Task: DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.508 auroc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African GENA-LM), column(zero-shot embedding auroc) |
| Configuration: HyenaDNA (fine-tuned) | Task: DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.611 auroc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African HyenaDNA), column(fine-tuned auroc) |
| Configuration: HyenaDNA (fine-tuned) | Task: DART-Eval VS-AFRICAN-PEARSON_R: Variant scoring on Chromatin QTLs in African LCLs, Pearson r Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.265 pearson_r correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African HyenaDNA), column(fine-tuned pearson_r) |
| Configuration: HyenaDNA (probed) | Task: DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.566 auroc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African HyenaDNA), column(probed auroc) |
| Configuration: HyenaDNA (probed) | Task: DART-Eval VS-AFRICAN-PEARSON_R: Variant scoring on Chromatin QTLs in African LCLs, Pearson r Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.012 pearson_r correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African HyenaDNA), column(probed pearson_r) |
| Configuration: HyenaDNA (zero-shot embedding) | Task: DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.515 auroc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African HyenaDNA), column(zero-shot embedding auroc) |
| Configuration: HyenaDNA (zero-shot likelihood) | Task: DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.486 auroc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African HyenaDNA), column(zero-shot likelihood auroc) |
| Configuration: Mistral-DNA (fine-tuned) | Task: DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC Dataset subset: Chromatin QTLs in African LCLs (DART-Eval split) | 0.51 auroc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceScore the effect of a variant on chromatin accessibility, against the measured QTL call. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African Mistral-DNA), column(fine-tuned auroc) |
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2 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| description The split of Chromatin QTLs in African LCLs that DART-Eval evaluated on. The upstream dataset release is not catalogued here, so no claim is made that this matches its original splits. Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA No field-specific location recorded Version: 2412.05430v1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| name Chromatin QTLs in African LCLs (DART-Eval split) Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA No field-specific location recorded Version: 2412.05430v1 | not individually reviewed No individual claim review recorded 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-dataset-chromatin-qtls-in-african-lcls