{ "exported_at_utc": "2026-07-24T19:52:15.198474+00:00", "evo3_commit": "48089c9b12ce559086bfa4a0d0f77f332cf1e378", "pandas_version": "3.0.3", "suites": [ "standard", "hard" ], "note": "Each parquet holds the exact rows the corresponding eval suite scores for that dataset, as produced by evo3.eval.datasets.load(). 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"/mnt/weka/shared_datasets/evoeval/datasets/clinvar_full/clinvar.parquet", "source_rows": 200036, "source_mtime_utc": "2026-05-29T21:48:23.605675+00:00", "output_sha256": "93d956391ec8b9e9d94bca712a4d31f4510aa5592e4dc4dec7dd1904de9d7578", "rebuild_verified": true }, { "suite": "standard", "dataset": "splicevar", "description": "SpliceVarDB \u2014 experimentally confirmed splice-altering vs Normal (full dataset, replaces easy/hard splits)", "file": "standard/splicevar.parquet", "subsample": "default", "strategy": "stratified_representative", "n_requested": 5000, "seed": 1234, "stratify_by": [ "consequence", "location", "method", "is_coding", "genomic_element" ], "extra": {}, "n_rows": 5000, "n_columns": 15, "columns": [ "chrom", "pos", "ref", "alt", "classification", "gene", "hgvs", "method", "location", "is_coding", "genomic_element", "consequence", "variant_type", "_subset_stratum", "_label" ], "n_positive": 2979, "n_negative": 2021, "positive_fraction": 0.5958, "label_col": "classification", "label_positive": "Splice-altering", "label_negative": "Normal", "source_parquet": "/mnt/weka/shared_datasets/evoeval/datasets/splicevar_full/splicevar.parquet", "source_rows": 11978, "source_mtime_utc": "2026-05-29T21:48:23.683668+00:00", "output_sha256": "4f0d47dff3fbc47b11bf98e0a1968953d4ca8d141773fe4bb75e24e7e01fe678", "rebuild_verified": true }, { "suite": "standard", "dataset": "gnomad_balanced", "description": "gnomAD singletons (likely deleterious) vs common (AF > 5%) \u2014 perfectly balanced", "file": "standard/gnomad_balanced.parquet", "subsample": "default", "strategy": "stratified_representative", "n_requested": 5000, "seed": 1234, "stratify_by": [ "consequence", "genomic_element" ], "extra": {}, "n_rows": 5000, "n_columns": 10, "columns": [ "chrom", "pos", "ref", "alt", "label", "consequence", "variant_type", "genomic_element", "_subset_stratum", "_label" ], "n_positive": 2500, "n_negative": 2500, "positive_fraction": 0.5, "label_col": "label", "label_positive": "True", "label_negative": "False", "source_parquet": "/mnt/weka/shared_datasets/evoeval/datasets/gpn_star/gnomad_balanced.parquet", "source_rows": 11992284, "source_mtime_utc": "2026-03-05T05:29:04+00:00", "output_sha256": "2a02e8287a847754d0c087fed1ffea8f7b81b2815badfa8b56db0765e1adb09f", "rebuild_verified": true }, { "suite": "standard", "dataset": "cosmic", "description": "COSMIC somatic cancer mutations vs neutral common variants (GPN-star)", "file": "standard/cosmic.parquet", "subsample": "default", "strategy": "stratified_representative", "n_requested": 2000, "seed": 1234, "stratify_by": [ "consequence", "genomic_element" ], "extra": { "stratified_representative": { "keep_all_positives": true } }, "n_rows": 2000, "n_columns": 10, "columns": [ "chrom", "pos", "ref", "alt", "label", "consequence", "genomic_element", "variant_type", "_subset_stratum", "_label" ], "n_positive": 183, "n_negative": 1817, "positive_fraction": 0.0915, "label_col": "label", "label_positive": "True", "label_negative": "False", "source_parquet": "/mnt/weka/shared_datasets/evoeval/datasets/gpn_star/cosmic.parquet", "source_rows": 18903, "source_mtime_utc": "2026-03-05T05:28:45+00:00", "output_sha256": "794fe35b8dc440331d6ab14fb63a66a941deb5f291ae97f0b1a29591d2980d6c", "rebuild_verified": true }, { "suite": "standard", "dataset": "traitgym_mendelian", "description": "TraitGym Mendelian-trait fine-mapped variants (positives) vs matched controls", "file": "standard/traitgym_mendelian.parquet", "subsample": "full (no subsampling)", "strategy": null, "n_requested": null, "seed": null, "stratify_by": [ "consequence" ], "extra": {}, "n_rows": 3380, "n_columns": 10, "columns": [ "chrom", "pos", "ref", "alt", "OMIM", "consequence", "label", "tss_dist", "match_group", "_label" ], "n_positive": 338, "n_negative": 3042, "positive_fraction": 0.1, "label_col": "label", "label_positive": "True", "label_negative": "False", "source_parquet": "/mnt/weka/shared_datasets/evoeval/datasets/traitgym/mendelian_traits.parquet", "source_rows": 3380, "source_mtime_utc": "2026-03-05T05:29:04+00:00", "output_sha256": "91a3d01072a0e943b7658a65ead6775bac77cdc196d959a16d7ce32f446f144b", "rebuild_verified": false }, { "suite": "hard", "dataset": "traitgym_complex", "description": "TraitGym complex-trait fine-mapped variants (positives) vs matched controls", "file": "hard/traitgym_complex.parquet", "subsample": "default", "strategy": "matched_group_representative", "n_requested": null, "seed": 1234, "stratify_by": [ "consequence" ], "extra": { "matched_group_representative": { "keep_all_positives": true, "negs_per_pos": 5 } }, "n_rows": 6840, "n_columns": 14, "columns": [ "chrom", "pos", "ref", "alt", "pip", "trait", "label", "maf", "ld_score", "consequence", "tss_dist", "match_group", "_subset_stratum", "_label" ], "n_positive": 1140, "n_negative": 5700, "positive_fraction": 0.166667, "label_col": "label", "label_positive": "True", "label_negative": "False", "source_parquet": "/mnt/weka/shared_datasets/evoeval/datasets/traitgym/complex_traits.parquet", "source_rows": 11400, "source_mtime_utc": "2026-03-05T05:29:04+00:00", "output_sha256": "2d38d163342e5bcc516b35fb03989dcee6d1ddd73a0df27ab192270c5e5b812b", "rebuild_verified": true }, { "suite": "hard", "dataset": "denovodb", "description": "Denovo-db \u2014 autism proband de novos vs sibling controls", "file": "hard/denovodb.parquet", "subsample": "default", "strategy": "stratified_representative", "n_requested": 5000, "seed": 1234, "stratify_by": [ "consequence", "variant_type", "genomic_element" ], "extra": {}, "n_rows": 4999, "n_columns": 19, "columns": [ "chrom", "pos", "ref", "alt", "variant_id", "label", "group_tag", "function_class", "gene", "cadd", "sample_ct", "sequence_type", "study_name", "all_phenotypes", "consequence", "genomic_element", "variant_type", "_subset_stratum", "_label" ], "n_positive": 2569, "n_negative": 2430, "positive_fraction": 0.513903, "label_col": "group_tag", "label_positive": "autism", "label_negative": "control", "source_parquet": "/mnt/weka/shared_datasets/evoeval/datasets/denovo-db/denovodb_eval.parquet", "source_rows": 68669, "source_mtime_utc": "2026-03-05T05:28:45+00:00", "output_sha256": "12539f10f08478be4e0ce120d485a247a60edc25cfd9dbc48a5ce050daa5c714", "rebuild_verified": true }, { "suite": "hard", "dataset": "causal_mpra", "description": "MPRA-validated causal regulatory variants vs matched controls", "file": "hard/causal_mpra.parquet", "subsample": "default", "strategy": "stratified_representative", "n_requested": 5000, "seed": 1234, "stratify_by": [ "data_source", "consequence", "variant_type", "genomic_element" ], "extra": {}, "n_rows": 5000, "n_columns": 20, "columns": [ "Variant", "chrom", "pos", "ref", "alt", "label", "PIP", "data_source", "K562_log2Skew", "HepG2_log2Skew", "SKNSH_log2Skew", "A549_log2Skew", "HCT116_log2Skew", "max_abs_log2Skew", "high_confidence", "consequence", "genomic_element", "variant_type", "_subset_stratum", "_label" ], "n_positive": 1024, "n_negative": 3976, "positive_fraction": 0.2048, "label_col": "label", "label_positive": "1", "label_negative": "0", "source_parquet": "/mnt/weka/shared_datasets/evoeval/datasets/causal_MPRA/mpra_benchmark.parquet", "source_rows": 12256, "source_mtime_utc": "2026-06-03T22:54:57.331881+00:00", "output_sha256": "302f23e3743779838f4f663e070e3daf170add7ea9328ef86415386ebb2c541d", "rebuild_verified": true } ] }