rewirebio.iobenchmarks
Dataset

SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)

SpliceVarDB variants with experimentally validated splicing effects, excluding variants labelled 'low frequency'.

Evaluation results

31 evaluations · 62 results. Different protocols are not a single leaderboard.

Filter evaluations

Applied filters: All linked evaluations

Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: AlphaMissense (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB exonic SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.449 AUPRC (zero-shot; SpliceVarDB exonic SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

AlphaMissense on SpliceVarDB exonic SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-exonic-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell J497, row 497: Model 'AlphaMissense', Data 'SpliceVarDB', Genomic_Feature 'Exonic', Variant_Type 'SNV', Sub_category '', column 'AUPRC'
Configuration: AlphaMissense (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB exonic SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.594 AUROC (zero-shot; SpliceVarDB exonic SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

AlphaMissense on SpliceVarDB exonic SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-exonic-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell I497, row 497: Model 'AlphaMissense', Data 'SpliceVarDB', Genomic_Feature 'Exonic', Variant_Type 'SNV', Sub_category '', column 'AUROC'
Configuration: CADD (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB 'Both' (coding and noncoding) SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.874 AUPRC (zero-shot; SpliceVarDB 'Both' (coding and noncoding) SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

CADD on SpliceVarDB 'Both' (coding and noncoding) SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-both-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell J518, row 518: Model 'CADD', Data 'SpliceVarDB', Genomic_Feature 'Both', Variant_Type 'SNV', Sub_category '', column 'AUPRC'
Configuration: CADD (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB 'Both' (coding and noncoding) SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.832 AUROC (zero-shot; SpliceVarDB 'Both' (coding and noncoding) SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

CADD on SpliceVarDB 'Both' (coding and noncoding) SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-both-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell I518, row 518: Model 'CADD', Data 'SpliceVarDB', Genomic_Feature 'Both', Variant_Type 'SNV', Sub_category '', column 'AUROC'
Configuration: CADD (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB exonic SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.784 AUPRC (zero-shot; SpliceVarDB exonic SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

CADD on SpliceVarDB exonic SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-exonic-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell J487, row 487: Model 'CADD', Data 'SpliceVarDB', Genomic_Feature 'Exonic', Variant_Type 'SNV', Sub_category '', column 'AUPRC'
Configuration: CADD (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB exonic SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.799 AUROC (zero-shot; SpliceVarDB exonic SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

CADD on SpliceVarDB exonic SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-exonic-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell I487, row 487: Model 'CADD', Data 'SpliceVarDB', Genomic_Feature 'Exonic', Variant_Type 'SNV', Sub_category '', column 'AUROC'
Configuration: Evo 1 (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB 'Both' (coding and noncoding) SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.621 AUPRC (zero-shot; SpliceVarDB 'Both' (coding and noncoding) SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Evo 1 on SpliceVarDB 'Both' (coding and noncoding) SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-both-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell J528, row 528: Model 'Evo 1', Data 'SpliceVarDB', Genomic_Feature 'Both', Variant_Type 'SNV', Sub_category '', column 'AUPRC'
Configuration: Evo 1 (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB 'Both' (coding and noncoding) SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.534 AUROC (zero-shot; SpliceVarDB 'Both' (coding and noncoding) SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Evo 1 on SpliceVarDB 'Both' (coding and noncoding) SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-both-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell I528, row 528: Model 'Evo 1', Data 'SpliceVarDB', Genomic_Feature 'Both', Variant_Type 'SNV', Sub_category '', column 'AUROC'
Configuration: Evo 1 (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB exonic SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.414 AUPRC (zero-shot; SpliceVarDB exonic SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Evo 1 on SpliceVarDB exonic SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-exonic-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell J499, row 499: Model 'Evo 1', Data 'SpliceVarDB', Genomic_Feature 'Exonic', Variant_Type 'SNV', Sub_category '', column 'AUPRC'
Configuration: Evo 1 (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB exonic SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.558 AUROC (zero-shot; SpliceVarDB exonic SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Evo 1 on SpliceVarDB exonic SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-exonic-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell I499, row 499: Model 'Evo 1', Data 'SpliceVarDB', Genomic_Feature 'Exonic', Variant_Type 'SNV', Sub_category '', column 'AUROC'
Configuration: Evo 2 40B base (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB 'Both' (coding and noncoding) SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.855 AUPRC (zero-shot; SpliceVarDB 'Both' (coding and noncoding) SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Evo 2 40B base on SpliceVarDB 'Both' (coding and noncoding) SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-both-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell J521, row 521: Model 'Evo 2 40B base', Data 'SpliceVarDB', Genomic_Feature 'Both', Variant_Type 'SNV', Sub_category '', column 'AUPRC'
Configuration: Evo 2 40B base (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB 'Both' (coding and noncoding) SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.818 AUROC (zero-shot; SpliceVarDB 'Both' (coding and noncoding) SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Evo 2 40B base on SpliceVarDB 'Both' (coding and noncoding) SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-both-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell I521, row 521: Model 'Evo 2 40B base', Data 'SpliceVarDB', Genomic_Feature 'Both', Variant_Type 'SNV', Sub_category '', column 'AUROC'
Configuration: Evo 2 40B base (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB exonic SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.534 AUPRC (zero-shot; SpliceVarDB exonic SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Evo 2 40B base on SpliceVarDB exonic SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-exonic-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell J488, row 488: Model 'Evo 2 40B base', Data 'SpliceVarDB', Genomic_Feature 'Exonic', Variant_Type 'SNV', Sub_category '', column 'AUPRC'
Configuration: Evo 2 40B base (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB exonic SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.688 AUROC (zero-shot; SpliceVarDB exonic SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Evo 2 40B base on SpliceVarDB exonic SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-exonic-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell I488, row 488: Model 'Evo 2 40B base', Data 'SpliceVarDB', Genomic_Feature 'Exonic', Variant_Type 'SNV', Sub_category '', column 'AUROC'
Configuration: Evo 2 40B (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB 'Both' (coding and noncoding) SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.85 AUPRC (zero-shot; SpliceVarDB 'Both' (coding and noncoding) SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Evo 2 40B on SpliceVarDB 'Both' (coding and noncoding) SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-both-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell J522, row 522: Model 'Evo 2 40B', Data 'SpliceVarDB', Genomic_Feature 'Both', Variant_Type 'SNV', Sub_category '', column 'AUPRC'
Configuration: Evo 2 40B (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB 'Both' (coding and noncoding) SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.815 AUROC (zero-shot; SpliceVarDB 'Both' (coding and noncoding) SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Evo 2 40B on SpliceVarDB 'Both' (coding and noncoding) SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-both-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell I522, row 522: Model 'Evo 2 40B', Data 'SpliceVarDB', Genomic_Feature 'Both', Variant_Type 'SNV', Sub_category '', column 'AUROC'
Configuration: Evo 2 40B (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB exonic SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.523 AUPRC (zero-shot; SpliceVarDB exonic SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Evo 2 40B on SpliceVarDB exonic SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-exonic-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell J490, row 490: Model 'Evo 2 40B', Data 'SpliceVarDB', Genomic_Feature 'Exonic', Variant_Type 'SNV', Sub_category '', column 'AUPRC'
Configuration: Evo 2 40B (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB exonic SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.684 AUROC (zero-shot; SpliceVarDB exonic SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Evo 2 40B on SpliceVarDB exonic SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-exonic-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell I490, row 490: Model 'Evo 2 40B', Data 'SpliceVarDB', Genomic_Feature 'Exonic', Variant_Type 'SNV', Sub_category '', column 'AUROC'
Configuration: Evo 2 7B base (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB 'Both' (coding and noncoding) SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.873 AUPRC (zero-shot; SpliceVarDB 'Both' (coding and noncoding) SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Evo 2 7B base on SpliceVarDB 'Both' (coding and noncoding) SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-both-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell J519, row 519: Model 'Evo 2 7B base', Data 'SpliceVarDB', Genomic_Feature 'Both', Variant_Type 'SNV', Sub_category '', column 'AUPRC'
Configuration: Evo 2 7B base (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB 'Both' (coding and noncoding) SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.827 AUROC (zero-shot; SpliceVarDB 'Both' (coding and noncoding) SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Evo 2 7B base on SpliceVarDB 'Both' (coding and noncoding) SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-both-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell I519, row 519: Model 'Evo 2 7B base', Data 'SpliceVarDB', Genomic_Feature 'Both', Variant_Type 'SNV', Sub_category '', column 'AUROC'
Configuration: Evo 2 7B base (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB exonic SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.54 AUPRC (zero-shot; SpliceVarDB exonic SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Evo 2 7B base on SpliceVarDB exonic SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-exonic-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell J489, row 489: Model 'Evo 2 7B base', Data 'SpliceVarDB', Genomic_Feature 'Exonic', Variant_Type 'SNV', Sub_category '', column 'AUPRC'
Configuration: Evo 2 7B base (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB exonic SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.687 AUROC (zero-shot; SpliceVarDB exonic SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Evo 2 7B base on SpliceVarDB exonic SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-exonic-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell I489, row 489: Model 'Evo 2 7B base', Data 'SpliceVarDB', Genomic_Feature 'Exonic', Variant_Type 'SNV', Sub_category '', column 'AUROC'
Configuration: Evo 2 7B (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB 'Both' (coding and noncoding) SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.871 AUPRC (zero-shot; SpliceVarDB 'Both' (coding and noncoding) SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Evo 2 7B on SpliceVarDB 'Both' (coding and noncoding) SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-both-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell J520, row 520: Model 'Evo 2 7B', Data 'SpliceVarDB', Genomic_Feature 'Both', Variant_Type 'SNV', Sub_category '', column 'AUPRC'
Configuration: Evo 2 7B (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB 'Both' (coding and noncoding) SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.827 AUROC (zero-shot; SpliceVarDB 'Both' (coding and noncoding) SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Evo 2 7B on SpliceVarDB 'Both' (coding and noncoding) SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-both-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell I520, row 520: Model 'Evo 2 7B', Data 'SpliceVarDB', Genomic_Feature 'Both', Variant_Type 'SNV', Sub_category '', column 'AUROC'
Configuration: Evo 2 7B (Evo 2 paper variant effect evaluations)Protocol: Zero-shot SpliceVarDB exonic SNVs classification (Evo 2 paper, Supplementary Data 1)
Dataset: SpliceVarDB experimentally validated splice variants (Brixi et al. 2026)
0.534 AUPRC (zero-shot; SpliceVarDB exonic SNVs)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Evo 2 7B on SpliceVarDB exonic SNVs (Evo 2 paper)

gfm-guides-20261014-evo2-brixi2026-protocol-splicevardb-exonic-snv

Aggregation: Not reported

Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026); Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026) · Supplementary Data 1 (sheet 'Sheet1') cell J491, row 491: Model 'Evo 2 7B', Data 'SpliceVarDB', Genomic_Feature 'Exonic', Variant_Type 'SNV', Sub_category '', column 'AUPRC'

Source checking is not independent reproduction. Release 2026-10-22-1b7cf027e4f6.

Research readiness

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.

Readiness checks, gaps and artifacts

Release 2026-10-22-1b7cf027e4f6 · Evidence verified: Not verified

Evidence incomplete

Replay metrics

Exact outcomes, predictions, identifiers and evaluator are connected.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • Metrics are recomputed from the saved predictions: not yet verified

Verified: Not verified

Evidence incomplete

Investigate discrepancies

Replay evidence includes annotations and an assessment of dependence. Unknown independence permits descriptive analysis only.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • Metrics are recomputed from the saved predictions: not yet verified
  • Sample annotations are recorded: not yet verified
  • Dependence between samples is assessed: not yet verified

Verified: Not verified

Evidence incomplete

Run locally

A pinned recipe describes the inputs, environment and resource requirements.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • A pinned run recipe exists: not yet verified
  • Compute requirements are estimated: not yet verified

Verified: Not verified

Evidence incomplete

Validate independently

Separate data and exposure records support an independent test.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • Independent validation data exist: not yet verified
  • Overlap with training data is checked: not yet verified

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.

Artifacts and reproduction

No verified artifact manifest is connected to this record yet. The gaps above identify what is needed before analysis can begin.

Dataset and evaluation context

A dataset supplies biological observations. The evaluation protocol defines how those observations are split, used and scored.

Evidence

Source checking verifies the cited claim or transcription. It does not establish independent reproduction.

Evidence table

Inspect claims, sources and review details

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.

15 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-10-22-1b7cf027e4f6
Property and statementOriginal source and locationReview and provenance
Label semantics
Variants that cause aberrant splicing versus other variants (SpliceVarDB classification; class names not printed)
Context-only references
evo2: Journal full-text XML

Original source ↗

Supplementary Information A.3.14 (page 14); Fig. 3d legend

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Retrieved page snapshot; no immutable publisher revision supplied
Retrieved: 2026-09-16T20:16:14.422554+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.label_semantics

Source artifact SHA-256: d043dbda49e023ef6b70e36e7ca7832bda6b7af6c5934368e8778a7f23cda8bd

Hash scope: SHA-256 of retrieved original artifact bytes

Format: original_artifact

Inspected artifact

Label semantics
Variants that cause aberrant splicing versus other variants (SpliceVarDB classification; class names not printed)
Context-only references
Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026)

Original source ↗

Supplementary Information A.3.14 (page 14); Fig. 3d legend

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Nature 652 (2026), published 2026-03-04; Supplementary Data 1 file 41586_2026_10176_MOESM3_ESM.xlsx
Retrieved: 2026-10-14T12:01:04Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.label_semantics

Source artifact SHA-256: 159f321775d634d9ed53b7a81c5cc1b5ef3d407880997e0f8c69bb8315a20a51

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Label semantics
Variants that cause aberrant splicing versus other variants (SpliceVarDB classification; class names not printed)
Context-only references
Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026)

Original source ↗

Supplementary Information A.3.14 (page 14); Fig. 3d legend

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Nature 652 (2026), published 2026-03-04; Supplementary Information file 41586_2026_10176_MOESM1_ESM.pdf (73 pages)
Retrieved: 2026-10-14T12:01:04Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.label_semantics

Source artifact SHA-256: fe2a99108a4ce5c0f4ef1595605eaec709fa86204410d5b66c1384327eb7b925

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Source location
Supplementary Information A.3.14 (page 14); Fig. 3d legend
Context-only references
evo2: Journal full-text XML

Original source ↗

Supplementary Information A.3.14 (page 14); Fig. 3d legend

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Retrieved page snapshot; no immutable publisher revision supplied
Retrieved: 2026-09-16T20:16:14.422554+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_locator

Source artifact SHA-256: d043dbda49e023ef6b70e36e7ca7832bda6b7af6c5934368e8778a7f23cda8bd

Hash scope: SHA-256 of retrieved original artifact bytes

Format: original_artifact

Inspected artifact

Source location
Supplementary Information A.3.14 (page 14); Fig. 3d legend
Context-only references
Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026)

Original source ↗

Supplementary Information A.3.14 (page 14); Fig. 3d legend

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Nature 652 (2026), published 2026-03-04; Supplementary Data 1 file 41586_2026_10176_MOESM3_ESM.xlsx
Retrieved: 2026-10-14T12:01:04Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_locator

Source artifact SHA-256: 159f321775d634d9ed53b7a81c5cc1b5ef3d407880997e0f8c69bb8315a20a51

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Source location
Supplementary Information A.3.14 (page 14); Fig. 3d legend
Context-only references
Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026)

Original source ↗

Supplementary Information A.3.14 (page 14); Fig. 3d legend

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Nature 652 (2026), published 2026-03-04; Supplementary Information file 41586_2026_10176_MOESM1_ESM.pdf (73 pages)
Retrieved: 2026-10-14T12:01:04Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_locator

Source artifact SHA-256: fe2a99108a4ce5c0f4ef1595605eaec709fa86204410d5b66c1384327eb7b925

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Split
No split; all retained variants scored zero-shot
Context-only references
evo2: Journal full-text XML

Original source ↗

Supplementary Information A.3.14 (page 14); Fig. 3d legend

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Retrieved page snapshot; no immutable publisher revision supplied
Retrieved: 2026-09-16T20:16:14.422554+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.split

Source artifact SHA-256: d043dbda49e023ef6b70e36e7ca7832bda6b7af6c5934368e8778a7f23cda8bd

Hash scope: SHA-256 of retrieved original artifact bytes

Format: original_artifact

Inspected artifact

Split
No split; all retained variants scored zero-shot
Context-only references
Genome modelling and design across all domains of life with Evo 2: Supplementary Data 1, human variant effect prediction results (Nature 2026)

Original source ↗

Supplementary Information A.3.14 (page 14); Fig. 3d legend

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Nature 652 (2026), published 2026-03-04; Supplementary Data 1 file 41586_2026_10176_MOESM3_ESM.xlsx
Retrieved: 2026-10-14T12:01:04Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.split

Source artifact SHA-256: 159f321775d634d9ed53b7a81c5cc1b5ef3d407880997e0f8c69bb8315a20a51

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Split
No split; all retained variants scored zero-shot
Context-only references
Genome modelling and design across all domains of life with Evo 2: Supplementary Information (Nature 2026)

Original source ↗

Supplementary Information A.3.14 (page 14); Fig. 3d legend

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Nature 652 (2026), published 2026-03-04; Supplementary Information file 41586_2026_10176_MOESM1_ESM.pdf (73 pages)
Retrieved: 2026-10-14T12:01:04Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.split

Source artifact SHA-256: fe2a99108a4ce5c0f4ef1595605eaec709fa86204410d5b66c1384327eb7b925

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Description
SpliceVarDB variants with experimentally validated splicing effects, excluding variants labelled 'low frequency'.
Context-only references
evo2: Journal full-text XML

Original source ↗

Supplementary Information A.3.14 (page 14); Fig. 3d legend

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Retrieved page snapshot; no immutable publisher revision supplied
Retrieved: 2026-09-16T20:16:14.422554+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: description

Source artifact SHA-256: d043dbda49e023ef6b70e36e7ca7832bda6b7af6c5934368e8778a7f23cda8bd

Hash scope: SHA-256 of retrieved original artifact bytes

Format: original_artifact

Inspected artifact

How to read the evidence

Sources and history

Release 2026-10-22-1b7cf027e4f6 · Record review: source checked

3 source records and release historyDownload this release (gzip)
Technical metadata and extraction receipts

Stable ID: gfm-guides-20261014-evo2-brixi2026-data-splicevardb

areas
dna-genomes
contexts
research
split
No split; all retained variants scored zero-shot
label semantics
Variants that cause aberrant splicing versus other variants (SpliceVarDB classification; class names not printed)
source locator
Supplementary Information A.3.14 (page 14); Fig. 3d legend
missing metadata
version: reason: unreported; note: SpliceVarDB release or download date not stated
Related records

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