BEND2 / source-snapshot /data /evaluation-updates.json
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Register BEND 2.0 genomic benchmark protocols and provenance
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{
"id": "coverage-20261027",
"checkedOn": "2026-11-02",
"sharedPriors": [
{
"modelId": "ntv3_100m_native",
"fromModelId": "ntv3_100m_post",
"checkpoint": "InstaDeepAI/NTv3_100M_post",
"revision": "b7292f0bd1b5b004d28561783a1890e1ec6f94fd"
},
{
"modelId": "ntv3_650m_native",
"fromModelId": "ntv3_650m_post",
"checkpoint": "InstaDeepAI/NTv3_650M_post",
"revision": "ad622051abbe9376bdea3f2727863fa559957e9f"
}
],
"missing": [
{
"modelId": "alphagenome_fitted",
"taskId": "prior",
"status": "unsupported",
"reason": "AlphaGenome does not provide nucleotide probabilities for this hidden-base task. Fitting its functional readouts does not supply a sequence-prior head."
},
{
"modelId": "alphagenome",
"taskId": "prior",
"status": "unsupported",
"reason": "AlphaGenome predicts functional measurements, not nucleotide probabilities for a hidden base."
},
{
"modelId": "enformer",
"taskId": "prior",
"status": "unsupported",
"reason": "Enformer predicts functional measurements, not nucleotide probabilities for a hidden base."
},
{
"modelId": "enformer",
"taskId": "opensplice",
"status": "unsupported",
"reason": "Enformer has no native splice output. A splicing predictor fitted to its representations would be a separate model/readout entry."
},
{
"modelId": "dnabert2",
"taskId": "prior",
"status": "unsupported",
"reason": "DNABERT-2 predicts multi-base tokens. A forced single-base query was tested, but its tokenization mismatch prevents a directly comparable prior score.",
"diagnosticSourceId": "dnabert2-prior-diagnostic"
},
{
"modelId": "markov0",
"taskId": "opensplice",
"status": "unsupported",
"reason": "Base composition is a sequence-prior baseline; it does not predict functional outcomes."
},
{
"modelId": "markov0",
"taskId": "context",
"status": "unsupported",
"reason": "Base composition is a sequence-prior baseline; it does not predict functional outcomes."
},
{
"modelId": "markov0",
"taskId": "tissue_identification",
"status": "unsupported",
"reason": "Base composition is a sequence-prior baseline; it does not predict functional outcomes."
},
{
"modelId": "markov0",
"taskId": "background",
"status": "unsupported",
"reason": "Base composition is a sequence-prior baseline; it does not predict functional outcomes."
},
{
"modelId": "markov0",
"taskId": "repair_percentile",
"status": "unsupported",
"reason": "Base composition is a sequence-prior baseline; it does not predict functional outcomes."
},
{
"modelId": "markov0",
"taskId": "cell_selective",
"status": "unsupported",
"reason": "Base composition is a sequence-prior baseline; it does not predict functional outcomes."
},
{
"modelId": "markov0",
"taskId": "atlas_profile",
"status": "unsupported",
"reason": "Base composition is a sequence-prior baseline; it does not predict functional outcomes."
},
{
"modelId": "kmer_3_6",
"taskId": "prior",
"status": "unsupported",
"reason": "This baseline was trained to predict functional measurements and has no hidden-base probability output."
},
{
"modelId": "onehot_resnet",
"taskId": "prior",
"status": "unsupported",
"reason": "This baseline was trained to predict functional measurements and has no hidden-base probability output."
},
{
"modelId": "spliceai",
"taskId": "prior",
"status": "unsupported",
"reason": "SpliceAI predicts splice sites, not nucleotide probabilities for a hidden base."
},
{
"modelId": "spliceai",
"taskId": "context",
"status": "unsupported",
"reason": "SpliceAI is a splicing specialist; this endpoint requires a different functional output."
},
{
"modelId": "spliceai",
"taskId": "tissue_identification",
"status": "unsupported",
"reason": "SpliceAI is a splicing specialist; this endpoint requires a different functional output."
},
{
"modelId": "spliceai",
"taskId": "background",
"status": "unsupported",
"reason": "SpliceAI is a splicing specialist; this endpoint requires a different functional output."
},
{
"modelId": "spliceai",
"taskId": "repair_percentile",
"status": "unsupported",
"reason": "SpliceAI is a splicing specialist; this endpoint requires a different functional output."
},
{
"modelId": "spliceai",
"taskId": "cell_selective",
"status": "unsupported",
"reason": "SpliceAI is a splicing specialist; this endpoint requires a different functional output."
},
{
"modelId": "spliceai",
"taskId": "atlas_profile",
"status": "unsupported",
"reason": "SpliceAI is a splicing specialist; this endpoint requires a different functional output."
}
],
"additionalSources": [
{
"id": "dnabert2-prior-diagnostic",
"title": "DNABERT-2 single-base query audit (excluded from scores)",
"snapshotPath": "provenance/coverage-20261027/dnabert2-prior/README.md",
"sha256": "7880ca30ea6bdbbf1cf71c78202e4e3109b546b6910ffa2a535f94439539d7b1"
},
{
"id": "dnabert2-prior-diagnostic-files",
"title": "DNABERT-2 diagnostic artifact checksums",
"snapshotPath": "provenance/coverage-20261027/dnabert2-prior/SHA256SUMS.json",
"sha256": "9e7c1cdec20b1c037ba0405d3b17a9f5daa083553ed75afa58066292856ed2d9"
},
{
"id": "ceno-full-opensplice",
"title": "CENO full OpenSplice evaluation",
"snapshotPath": "provenance/coverage-20261027/ceno-opensplice/entry.json",
"sha256": "489a42519dd6e9267ce1eff84cba8c25c9bb5feb863b15e44996cf2d5bdc7d11"
},
{
"id": "ceno-full-opensplice-methods",
"title": "CENO evaluation protocol and numerical checks",
"snapshotPath": "provenance/coverage-20261027/ceno-opensplice/README.md",
"sha256": "d0a373d57344d76116720fd8bbbc4d946ebddc33e26c5b440a5d7b1517d46e7a"
},
{
"id": "ceno-full-opensplice-files",
"title": "CENO evaluation artifact checksums",
"snapshotPath": "provenance/coverage-20261027/ceno-opensplice/SHA256SUMS.json",
"sha256": "4458b87b47a46dd8d0f678c2ea99b8151b497abf0b567c996e50c892498cac73"
},
{
"id": "evo2-tissue-identification",
"title": "Evo2 completed tissue-identification evaluation",
"snapshotPath": "provenance/evo2-tissue-20261102/entry.json",
"sha256": "6b1be888062990288244e8657a1462103e2aba687aca9152ee73496a0105766b"
},
{
"id": "evo2-tissue-identification-methods",
"title": "Evo2 extraction and independent evaluation checks",
"snapshotPath": "provenance/evo2-tissue-20261102/README.md",
"sha256": "7adc9a70eda713700bd91e5eaa23cc54cedb46ad6e5ffd5cb665a93e36b162cc"
},
{
"id": "evo2-tissue-identification-files",
"title": "Evo2 evaluation artifact checksums",
"snapshotPath": "provenance/evo2-tissue-20261102/SHA256SUMS.json",
"sha256": "a43ae2b3e1594858e8bd37f78165790cf5b63344394c6780f4faf9bc06180051"
}
],
"evaluations": [
{
"modelId": "ceno_1b_1m",
"taskId": "opensplice",
"sourceId": "ceno-full-opensplice"
},
{
"modelId": "evo2_20b",
"taskId": "tissue_identification",
"sourceId": "evo2-tissue-identification"
}
]
}