evo2-clinvar / README.md
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metadata
task_categories:
  - zero-shot-classification
pretty_name: ClinVar
size_categories:
  - 100K<n<1M

ClinVar Variant Effect Prediction Benchmark

Dataset Description

A curated subset of the NCBI ClinVar database (release: February 28, 2024). Each variant includes precomputed scores from Evo 2 and a set of baseline models used in the paper. Variants were filtered to retain only those with a ClinVar final review status of two gold stars or higher, ensuring higher-confidence clinical annotations supported by multiple submitters or expert panels.

Column Descriptions

Variant Metadata

Column Description
variant_id Concatenation of the chromosome number and ClinVar's official variant ID.
variant_type Type of genomic variant (e.g., SNV, deletion, insertion).
chrom Chromosome number.
chrom_refseq_acc RefSeq accession for the chromosome.
start Genomic start position (1-based).
stop Genomic end position (1-based).
strand Strand orientation (+ or −).
ref_allele Reference allele.
alt_allele Alternate allele.
transcript_id Transcript affected by the variant.

Annotations

Column Description
clinical_significance ClinVar-assigned clinical significance (e.g., pathogenic, benign, uncertain significance).
clinsig Simplified clinical significance label used for model evaluation. (P/LP vs. B/LB)
review_status ClinVar review status indicating the level of supporting evidence.
gtf_feature GTF feature (CDS, 3'UTR, 5'UTR, or intergenic) encompassing the variant.
splice_proximity Variant's proximity to the nearest transcript splice site.

Model Scores

The remaining columns contain precomputed variant effect scores, one per model. These span genomic, RNA, and protein foundation models — including Evo 2 (7B and 40B), Evo, Nucleotide Transformer, CodonBERT, EnCodon, CaLM, ESM-2, ESM-1b, and RNA-FM as well as splice effect predictors (SpliceAI, Pangolin) and other baselines such as AlphaMissense, GPN-MSA, CADD, and phyloP conservation scores (100/241/447/470-way alignments).