LRB Variant Effect Causal eQTL evaluation data as packaged in GFMBench-API.
5 evaluations · 20 results. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: Caduceus-Ps (full fine-tuning, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect Causal eQTL, supervised Dataset: LRB Variant Effect Causal eQTL test set (GFMBench-API) | 0.629 Accuracy (test set) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceCaduceus-Ps on GFMBench-API LRB Variant Effect Causal eQTL (supervised) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-causal-eqtl-supervised Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 1, task 'LRB Variant Effect Causal eQTL', row 'Caduceus-Ps', column 'Accuracy' |
| Configuration: Caduceus-Ps (full fine-tuning, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect Causal eQTL, supervised Dataset: LRB Variant Effect Causal eQTL test set (GFMBench-API) | 0.686 AUPRC (test set) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceCaduceus-Ps on GFMBench-API LRB Variant Effect Causal eQTL (supervised) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-causal-eqtl-supervised Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 1, task 'LRB Variant Effect Causal eQTL', row 'Caduceus-Ps', column 'AUPRC' |
| Configuration: Caduceus-Ps (full fine-tuning, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect Causal eQTL, supervised Dataset: LRB Variant Effect Causal eQTL test set (GFMBench-API) | 0.679 AUROC (test set) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceCaduceus-Ps on GFMBench-API LRB Variant Effect Causal eQTL (supervised) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-causal-eqtl-supervised Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 1, task 'LRB Variant Effect Causal eQTL', row 'Caduceus-Ps', column 'AUROC' |
| Configuration: Caduceus-Ps (full fine-tuning, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect Causal eQTL, supervised Dataset: LRB Variant Effect Causal eQTL test set (GFMBench-API) | 0.284 MCC (test set) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceCaduceus-Ps on GFMBench-API LRB Variant Effect Causal eQTL (supervised) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-causal-eqtl-supervised Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 1, task 'LRB Variant Effect Causal eQTL', row 'Caduceus-Ps', column 'MCC' |
| Configuration: DNA-BERT (full fine-tuning, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect Causal eQTL, supervised Dataset: LRB Variant Effect Causal eQTL test set (GFMBench-API) | 0.601 Accuracy (test set) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceDNA-BERT on GFMBench-API LRB Variant Effect Causal eQTL (supervised) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-causal-eqtl-supervised Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 1, task 'LRB Variant Effect Causal eQTL', row 'DNA-BERT', column 'Accuracy' |
| Configuration: DNA-BERT (full fine-tuning, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect Causal eQTL, supervised Dataset: LRB Variant Effect Causal eQTL test set (GFMBench-API) | 0.657 AUPRC (test set) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceDNA-BERT on GFMBench-API LRB Variant Effect Causal eQTL (supervised) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-causal-eqtl-supervised Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 1, task 'LRB Variant Effect Causal eQTL', row 'DNA-BERT', column 'AUPRC' |
| Configuration: DNA-BERT (full fine-tuning, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect Causal eQTL, supervised Dataset: LRB Variant Effect Causal eQTL test set (GFMBench-API) | 0.633 AUROC (test set) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceDNA-BERT on GFMBench-API LRB Variant Effect Causal eQTL (supervised) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-causal-eqtl-supervised Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 1, task 'LRB Variant Effect Causal eQTL', row 'DNA-BERT', column 'AUROC' |
| Configuration: DNA-BERT (full fine-tuning, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect Causal eQTL, supervised Dataset: LRB Variant Effect Causal eQTL test set (GFMBench-API) | 0.232 MCC (test set) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceDNA-BERT on GFMBench-API LRB Variant Effect Causal eQTL (supervised) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-causal-eqtl-supervised Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 1, task 'LRB Variant Effect Causal eQTL', row 'DNA-BERT', column 'MCC' |
| Configuration: DNABERT-2 (full fine-tuning, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect Causal eQTL, supervised Dataset: LRB Variant Effect Causal eQTL test set (GFMBench-API) | 0.629 Accuracy (test set) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceDNABERT-2 on GFMBench-API LRB Variant Effect Causal eQTL (supervised) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-causal-eqtl-supervised Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 1, task 'LRB Variant Effect Causal eQTL', row 'DNABERT-2', column 'Accuracy' |
| Configuration: DNABERT-2 (full fine-tuning, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect Causal eQTL, supervised Dataset: LRB Variant Effect Causal eQTL test set (GFMBench-API) | 0.685 AUPRC (test set) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceDNABERT-2 on GFMBench-API LRB Variant Effect Causal eQTL (supervised) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-causal-eqtl-supervised Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 1, task 'LRB Variant Effect Causal eQTL', row 'DNABERT-2', column 'AUPRC' |
| Configuration: DNABERT-2 (full fine-tuning, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect Causal eQTL, supervised Dataset: LRB Variant Effect Causal eQTL test set (GFMBench-API) | 0.678 AUROC (test set) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceDNABERT-2 on GFMBench-API LRB Variant Effect Causal eQTL (supervised) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-causal-eqtl-supervised Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 1, task 'LRB Variant Effect Causal eQTL', row 'DNABERT-2', column 'AUROC' |
| Configuration: DNABERT-2 (full fine-tuning, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect Causal eQTL, supervised Dataset: LRB Variant Effect Causal eQTL test set (GFMBench-API) | 0.285 MCC (test set) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceDNABERT-2 on GFMBench-API LRB Variant Effect Causal eQTL (supervised) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-causal-eqtl-supervised Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 1, task 'LRB Variant Effect Causal eQTL', row 'DNABERT-2', column 'MCC' |
| Configuration: Evo2 (linear probing, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect Causal eQTL, supervised Dataset: LRB Variant Effect Causal eQTL test set (GFMBench-API) | 0.615 Accuracy (test set) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceEvo2 on GFMBench-API LRB Variant Effect Causal eQTL (supervised) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-causal-eqtl-supervised Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 2, task 'LRB Variant Effect Causal eQTL', row 'Evo2', column 'Accuracy' |
| Configuration: Evo2 (linear probing, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect Causal eQTL, supervised Dataset: LRB Variant Effect Causal eQTL test set (GFMBench-API) | 0.641 AUPRC (test set) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceEvo2 on GFMBench-API LRB Variant Effect Causal eQTL (supervised) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-causal-eqtl-supervised Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 2, task 'LRB Variant Effect Causal eQTL', row 'Evo2', column 'AUPRC' |
| Configuration: Evo2 (linear probing, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect Causal eQTL, supervised Dataset: LRB Variant Effect Causal eQTL test set (GFMBench-API) | 0.662 AUROC (test set) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceEvo2 on GFMBench-API LRB Variant Effect Causal eQTL (supervised) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-causal-eqtl-supervised Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 2, task 'LRB Variant Effect Causal eQTL', row 'Evo2', column 'AUROC' |
| Configuration: Evo2 (linear probing, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect Causal eQTL, supervised Dataset: LRB Variant Effect Causal eQTL test set (GFMBench-API) | 0.23 MCC (test set) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceEvo2 on GFMBench-API LRB Variant Effect Causal eQTL (supervised) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-causal-eqtl-supervised Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 2, task 'LRB Variant Effect Causal eQTL', row 'Evo2', column 'MCC' |
| Configuration: NTv3 (full fine-tuning, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect Causal eQTL, supervised Dataset: LRB Variant Effect Causal eQTL test set (GFMBench-API) | 0.625 Accuracy (test set) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceNTv3 on GFMBench-API LRB Variant Effect Causal eQTL (supervised) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-causal-eqtl-supervised Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 1, task 'LRB Variant Effect Causal eQTL', row 'NTv3', column 'Accuracy' |
| Configuration: NTv3 (full fine-tuning, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect Causal eQTL, supervised Dataset: LRB Variant Effect Causal eQTL test set (GFMBench-API) | 0.702 AUPRC (test set) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceNTv3 on GFMBench-API LRB Variant Effect Causal eQTL (supervised) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-causal-eqtl-supervised Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 1, task 'LRB Variant Effect Causal eQTL', row 'NTv3', column 'AUPRC' |
| Configuration: NTv3 (full fine-tuning, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect Causal eQTL, supervised Dataset: LRB Variant Effect Causal eQTL test set (GFMBench-API) | 0.68 AUROC (test set) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceNTv3 on GFMBench-API LRB Variant Effect Causal eQTL (supervised) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-causal-eqtl-supervised Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 1, task 'LRB Variant Effect Causal eQTL', row 'NTv3', column 'AUROC' |
| Configuration: NTv3 (full fine-tuning, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect Causal eQTL, supervised Dataset: LRB Variant Effect Causal eQTL test set (GFMBench-API) | 0.28 MCC (test set) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceNTv3 on GFMBench-API LRB Variant Effect Causal eQTL (supervised) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-causal-eqtl-supervised Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 1, task 'LRB Variant Effect Causal eQTL', row 'NTv3', column 'MCC' |
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| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Source location Appendix task descriptions Context-only references | GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models Appendix task descriptions Version: bioRxiv preprint version 2, posted 2026-08-11 | 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 Test split as defined in GFMBench-API Context-only references | GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models Appendix task descriptions Version: bioRxiv preprint version 2, posted 2026-08-11 | 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 LRB Variant Effect Causal eQTL evaluation data as packaged in GFMBench-API. Context-only references | GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models Appendix task descriptions Version: bioRxiv preprint version 2, posted 2026-08-11 | 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 LRB Variant Effect Causal eQTL test set (GFMBench-API) Context-only references | GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models Appendix task descriptions Version: bioRxiv preprint version 2, posted 2026-08-11 | 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-gfmbench-data-lrb-variant-effect-causal-eqtl