GenBench dataset Human Enhancers Ensembl: binary classification, sequence length 500.
7 evaluations · 7 results. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: Caduceus (GenBench) | Protocol: GenBench Human Enhancers Ensembl Dataset: GenBench Human Enhancers Ensembl | 0.845 Accuracy (task-level value as printed in Table 4) fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceCaduceus on GenBench Human Enhancers Ensembl lit-genomics-20261011-genbench-protocol-short-human-enhancers-ensembl Aggregation: Not reported GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models · Table 4, row 'Human Enhancers Ensembl', column 'Caduceus' |
| Configuration: CNN (GenBench) | Protocol: GenBench Human Enhancers Ensembl Dataset: GenBench Human Enhancers Ensembl | 0.764 Accuracy (task-level value as printed in Table 4) fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceCNN on GenBench Human Enhancers Ensembl lit-genomics-20261011-genbench-protocol-short-human-enhancers-ensembl Aggregation: Not reported GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models · Table 4, row 'Human Enhancers Ensembl', column 'CNN' |
| Configuration: DNABERT (GenBench) | Protocol: GenBench Human Enhancers Ensembl Dataset: GenBench Human Enhancers Ensembl | 0.892 Accuracy (task-level value as printed in Table 4) fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceDNABERT on GenBench Human Enhancers Ensembl lit-genomics-20261011-genbench-protocol-short-human-enhancers-ensembl Aggregation: Not reported GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models · Table 4, row 'Human Enhancers Ensembl', column 'DNABERT' |
| Configuration: DNABERT2 (GenBench) | Protocol: GenBench Human Enhancers Ensembl Dataset: GenBench Human Enhancers Ensembl | 0.907 Accuracy (task-level value as printed in Table 4) fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceDNABERT2 on GenBench Human Enhancers Ensembl lit-genomics-20261011-genbench-protocol-short-human-enhancers-ensembl Aggregation: Not reported GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models · Table 4, row 'Human Enhancers Ensembl', column 'DNABERT2' |
| Configuration: GENA-LM (GenBench) | Protocol: GenBench Human Enhancers Ensembl Dataset: GenBench Human Enhancers Ensembl | 0.911 Accuracy (task-level value as printed in Table 4) fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceGENA-LM on GenBench Human Enhancers Ensembl lit-genomics-20261011-genbench-protocol-short-human-enhancers-ensembl Aggregation: Not reported GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models · Table 4, row 'Human Enhancers Ensembl', column 'GENA-LM' |
| Configuration: HyenaDNA (GenBench) | Protocol: GenBench Human Enhancers Ensembl Dataset: GenBench Human Enhancers Ensembl | 0.903 Accuracy (task-level value as printed in Table 4) fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceHyenaDNA on GenBench Human Enhancers Ensembl lit-genomics-20261011-genbench-protocol-short-human-enhancers-ensembl Aggregation: Not reported GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models · Table 4, row 'Human Enhancers Ensembl', column 'HyenaDNA' |
| Configuration: NT (GenBench) | Protocol: GenBench Human Enhancers Ensembl Dataset: GenBench Human Enhancers Ensembl | 0.924 Accuracy (task-level value as printed in Table 4) fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceNT on GenBench Human Enhancers Ensembl lit-genomics-20261011-genbench-protocol-short-human-enhancers-ensembl Aggregation: Not reported GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models · Table 4, row 'Human Enhancers Ensembl', column 'NT' |
Source checking is not independent reproduction. Release 2026-10-22-1b7cf027e4f6.
0 of 4 readiness checks met. These checks assess whether the evidence supports a reproducible investigation; a source-checked score alone does not meet them.
Release 2026-10-22-1b7cf027e4f6 · Evidence verified: Not verified
Exact outcomes, predictions, identifiers and evaluator are connected.
Missing or unresolved evidence
Verified: Not verified
Replay evidence includes annotations and an assessment of dependence. Unknown independence permits descriptive analysis only.
Missing or unresolved evidence
Verified: Not verified
A pinned recipe describes the inputs, environment and resource requirements.
Missing or unresolved evidence
Verified: Not verified
Separate data and exposure records support an independent test.
Missing or unresolved evidence
Verified: Not verified
Readiness describes the evidence in this release. Availability on your computer is checked separately when an investigation runs. Existing data exposure can prevent independent validation even when files are available.
No verified artifact manifest is connected to this record yet. The gaps above identify what is needed before analysis can begin.
A dataset supplies biological observations. The evaluation protocol defines how those observations are split, used and scored.
Source checking verifies the cited claim or transcription. It does not establish independent reproduction.
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.
5 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Population Table 2 row 'Human Enhancers Ensembl': Binary classification; training size 123K, testing size 3K, length 500 (as printed; task-level sizes) Context-only references | GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models Table 2, row 'Human Enhancers Ensembl' Version: arXiv 2406.01627 version 2 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Source location Table 2, row 'Human Enhancers Ensembl' Context-only references | GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models Table 2, row 'Human Enhancers Ensembl' Version: arXiv 2406.01627 version 2 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Split GenBench train and test split (Table 2) Context-only references | GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models Table 2, row 'Human Enhancers Ensembl' Version: arXiv 2406.01627 version 2 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Description GenBench dataset Human Enhancers Ensembl: binary classification, sequence length 500. Context-only references | GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models Table 2, row 'Human Enhancers Ensembl' Version: arXiv 2406.01627 version 2 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Name GenBench Human Enhancers Ensembl Context-only references | GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models Table 2, row 'Human Enhancers Ensembl' Version: arXiv 2406.01627 version 2 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Release 2026-10-22-1b7cf027e4f6 · Record review: source checked
Stable ID: lit-genomics-20261011-genbench-data-short-human-enhancers-ensembl