| Configuration: Caduceus-Ps (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-embedding Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.0019 AUPRC (zero-shot; cosine similarity of reference and alternate sequence embeddings) 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 OMIM (zs-embedding) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-embedding Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 3, task 'LRB Variant Effect OMIM', row 'Caduceus-Ps', column 'Cos AUPRC' |
|---|
| Configuration: Caduceus-Ps (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-embedding Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.486 AUROC (zero-shot; cosine similarity of reference and alternate sequence embeddings) 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 OMIM (zs-embedding) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-embedding Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 3, task 'LRB Variant Effect OMIM', row 'Caduceus-Ps', column 'Cos AUROC' |
|---|
| Configuration: Caduceus-Ps (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-embedding Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.0019 AUPRC (zero-shot; L2 distance of reference and alternate sequence embeddings) 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 OMIM (zs-embedding) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-embedding Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 3, task 'LRB Variant Effect OMIM', row 'Caduceus-Ps', column 'L2 AUPRC' |
|---|
| Configuration: Caduceus-Ps (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-embedding Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.49 AUROC (zero-shot; L2 distance of reference and alternate sequence embeddings) 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 OMIM (zs-embedding) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-embedding Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 3, task 'LRB Variant Effect OMIM', row 'Caduceus-Ps', column 'L2 AUROC' |
|---|
| Configuration: Caduceus-Ps (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-embedding Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.0022 AUPRC (zero-shot; cosine similarity of embeddings at the SNV position) 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 OMIM (zs-embedding) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-embedding Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 3, task 'LRB Variant Effect OMIM', row 'Caduceus-Ps', column 'SNV Cos AUPRC' |
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| Configuration: Caduceus-Ps (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-embedding Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.524 AUROC (zero-shot; cosine similarity of embeddings at the SNV position) 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 OMIM (zs-embedding) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-embedding Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 3, task 'LRB Variant Effect OMIM', row 'Caduceus-Ps', column 'SNV Cos AUROC' |
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| Configuration: Caduceus-Ps (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-mlm-llr Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.0016 AUPRC (zero-shot; masked log-likelihood ratio) 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 OMIM (zs-mlm-llr) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-mlm-llr Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 4, task 'LRB Variant Effect OMIM', row 'Caduceus-Ps', column 'Msk LLR PRC' |
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| Configuration: Caduceus-Ps (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-mlm-llr Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.41 AUROC (zero-shot; masked log-likelihood ratio) 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 OMIM (zs-mlm-llr) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-mlm-llr Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 4, task 'LRB Variant Effect OMIM', row 'Caduceus-Ps', column 'Msk LLR ROC' |
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| Configuration: DNA-BERT (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-embedding Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.0021 AUPRC (zero-shot; cosine similarity of reference and alternate sequence embeddings) 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 OMIM (zs-embedding) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-embedding Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 3, task 'LRB Variant Effect OMIM', row 'DNA-BERT', column 'Cos AUPRC' |
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| Configuration: DNA-BERT (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-embedding Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.514 AUROC (zero-shot; cosine similarity of reference and alternate sequence embeddings) 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 OMIM (zs-embedding) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-embedding Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 3, task 'LRB Variant Effect OMIM', row 'DNA-BERT', column 'Cos AUROC' |
|---|
| Configuration: DNA-BERT (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-embedding Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.0021 AUPRC (zero-shot; L2 distance of reference and alternate sequence embeddings) 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 OMIM (zs-embedding) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-embedding Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 3, task 'LRB Variant Effect OMIM', row 'DNA-BERT', column 'L2 AUPRC' |
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| Configuration: DNA-BERT (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-embedding Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.514 AUROC (zero-shot; L2 distance of reference and alternate sequence embeddings) 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 OMIM (zs-embedding) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-embedding Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 3, task 'LRB Variant Effect OMIM', row 'DNA-BERT', column 'L2 AUROC' |
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| Configuration: DNA-BERT (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-embedding Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.0027 AUPRC (zero-shot; cosine similarity of embeddings at the SNV position) 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 OMIM (zs-embedding) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-embedding Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 3, task 'LRB Variant Effect OMIM', row 'DNA-BERT', column 'SNV Cos AUPRC' |
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| Configuration: DNA-BERT (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-embedding Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.563 AUROC (zero-shot; cosine similarity of embeddings at the SNV position) 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 OMIM (zs-embedding) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-embedding Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 3, task 'LRB Variant Effect OMIM', row 'DNA-BERT', column 'SNV Cos AUROC' |
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| Configuration: DNA-BERT (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-mlm-llr Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.0021 AUPRC (zero-shot; masked log-likelihood ratio) 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 OMIM (zs-mlm-llr) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-mlm-llr Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 4, task 'LRB Variant Effect OMIM', row 'DNA-BERT', column 'Msk LLR PRC' |
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| Configuration: DNA-BERT (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-mlm-llr Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.522 AUROC (zero-shot; masked log-likelihood ratio) 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 OMIM (zs-mlm-llr) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-mlm-llr Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 4, task 'LRB Variant Effect OMIM', row 'DNA-BERT', column 'Msk LLR ROC' |
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| Configuration: DNABERT-2 (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-embedding Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.0021 AUPRC (zero-shot; cosine similarity of reference and alternate sequence embeddings) 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 OMIM (zs-embedding) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-embedding Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 3, task 'LRB Variant Effect OMIM', row 'DNABERT-2', column 'Cos AUPRC' |
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| Configuration: DNABERT-2 (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-embedding Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.512 AUROC (zero-shot; cosine similarity of reference and alternate sequence embeddings) 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 OMIM (zs-embedding) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-embedding Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 3, task 'LRB Variant Effect OMIM', row 'DNABERT-2', column 'Cos AUROC' |
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| Configuration: DNABERT-2 (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-embedding Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.0022 AUPRC (zero-shot; L2 distance of reference and alternate sequence embeddings) 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 OMIM (zs-embedding) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-embedding Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 3, task 'LRB Variant Effect OMIM', row 'DNABERT-2', column 'L2 AUPRC' |
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| Configuration: DNABERT-2 (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-embedding Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.531 AUROC (zero-shot; L2 distance of reference and alternate sequence embeddings) 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 OMIM (zs-embedding) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-embedding Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 3, task 'LRB Variant Effect OMIM', row 'DNABERT-2', column 'L2 AUROC' |
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| Configuration: DNABERT-2 (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-embedding Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.0019 AUPRC (zero-shot; cosine similarity of embeddings at the SNV position) 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 OMIM (zs-embedding) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-embedding Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 3, task 'LRB Variant Effect OMIM', row 'DNABERT-2', column 'SNV Cos AUPRC' |
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| Configuration: DNABERT-2 (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-embedding Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.505 AUROC (zero-shot; cosine similarity of embeddings at the SNV position) 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 OMIM (zs-embedding) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-embedding Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 3, task 'LRB Variant Effect OMIM', row 'DNABERT-2', column 'SNV Cos AUROC' |
|---|
| Configuration: DNABERT-2 (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-mlm-llr Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.0019 AUPRC (zero-shot; masked log-likelihood ratio) 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 OMIM (zs-mlm-llr) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-mlm-llr Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 4, task 'LRB Variant Effect OMIM', row 'DNABERT-2', column 'Msk LLR PRC' |
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| Configuration: DNABERT-2 (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-mlm-llr Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.477 AUROC (zero-shot; masked log-likelihood ratio) 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 OMIM (zs-mlm-llr) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-mlm-llr Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 4, task 'LRB Variant Effect OMIM', row 'DNABERT-2', column 'Msk LLR ROC' |
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| Configuration: Evo2 (zero-shot, GFMBench-API) | Protocol: GFMBench-API LRB Variant Effect OMIM, zs-ar-llr Dataset: LRB Variant Effect OMIM test set (GFMBench-API) | 0.0024 AUPRC (zero-shot; autoregressive log-likelihood ratio over mean token probabilities) 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 OMIM (zs-ar-llr) lit-genomics-20261011-gfmbench-protocol-lrb-variant-effect-omim-zs-ar-llr Aggregation: Not reported GFMBench-API: A Standardized Interface for Benchmarking Genomic Foundation Models · Table 5, task 'LRB Variant Effect OMIM', row 'Evo2', column 'Mean LLR PRC' |
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