GenBench dataset Virus Covid Variant Classification: multi-class classification, sequence length 256.
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 Virus Covid Variant Classification Dataset: GenBench Virus Covid Variant Classification | 0.379 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 Virus Covid Variant Classification lit-genomics-20261011-genbench-protocol-short-virus-covid-variant-classification Aggregation: Not reported GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models · Table 4, row 'Virus Covid Variant Classification', column 'Caduceus'; also Table 10 |
| Configuration: CNN (GenBench) | Protocol: GenBench Virus Covid Variant Classification Dataset: GenBench Virus Covid Variant Classification | 0.197 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 Virus Covid Variant Classification lit-genomics-20261011-genbench-protocol-short-virus-covid-variant-classification Aggregation: Not reported GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models · Table 4, row 'Virus Covid Variant Classification', column 'CNN'; also Table 10 |
| Configuration: DNABERT (GenBench) | Protocol: GenBench Virus Covid Variant Classification Dataset: GenBench Virus Covid Variant Classification | 0.599 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 Virus Covid Variant Classification lit-genomics-20261011-genbench-protocol-short-virus-covid-variant-classification Aggregation: Not reported GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models · Table 4, row 'Virus Covid Variant Classification', column 'DNABERT'; also Table 10 |
| Configuration: DNABERT2 (GenBench) | Protocol: GenBench Virus Covid Variant Classification Dataset: GenBench Virus Covid Variant Classification | 0.72 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 Virus Covid Variant Classification lit-genomics-20261011-genbench-protocol-short-virus-covid-variant-classification Aggregation: Not reported GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models · Table 4, row 'Virus Covid Variant Classification', column 'DNABERT2'; also Table 10 |
| Configuration: GENA-LM (GenBench) | Protocol: GenBench Virus Covid Variant Classification Dataset: GenBench Virus Covid Variant Classification | 0.703 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 Virus Covid Variant Classification lit-genomics-20261011-genbench-protocol-short-virus-covid-variant-classification Aggregation: Not reported GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models · Table 4, row 'Virus Covid Variant Classification', column 'GENA-LM'; also Table 10 |
| Configuration: HyenaDNA (GenBench) | Protocol: GenBench Virus Covid Variant Classification Dataset: GenBench Virus Covid Variant Classification | 0.377 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 Virus Covid Variant Classification lit-genomics-20261011-genbench-protocol-short-virus-covid-variant-classification Aggregation: Not reported GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models · Table 4, row 'Virus Covid Variant Classification', column 'HyenaDNA'; also Table 10 |
| Configuration: NT (GenBench) | Protocol: GenBench Virus Covid Variant Classification Dataset: GenBench Virus Covid Variant Classification | 0.694 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 Virus Covid Variant Classification lit-genomics-20261011-genbench-protocol-short-virus-covid-variant-classification Aggregation: Not reported GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models · Table 4, row 'Virus Covid Variant Classification', column 'NT'; also Table 10 |
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5 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Population Table 2 row 'Virus Covid Variant Classification': Multi-class classification; training size 73K, testing size 9K, length 256 (as printed; task-level sizes) Context-only references | GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models Table 2, row 'Virus Covid Variant Classification' 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 'Virus Covid Variant Classification' Context-only references | GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models Table 2, row 'Virus Covid Variant Classification' 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 'Virus Covid Variant Classification' 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 Virus Covid Variant Classification: multi-class classification, sequence length 256. Context-only references | GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models Table 2, row 'Virus Covid Variant Classification' 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 Virus Covid Variant Classification Context-only references | GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models Table 2, row 'Virus Covid Variant Classification' 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-virus-covid-variant-classification