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Release 2026-09-29-06401fd5b220 · Evidence verified: Not verified
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1 evaluation · 1 result. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: mRNABERT | Task: translation-efficiency prediction Dataset: human ultra-long mRNAs | 0.669 R-squared unitless · unknown Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourcemRNABERT: translation-efficiency prediction human translation-efficiency regression at 3066-nt input Aggregation: Not reported mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset · Table 2, mRNABERT (3066) row, Human R-squared column |
Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.
human translation-efficiency regression at 3066-nt input
Metadata review: needs review. Unreported conditions prevent automatic comparisons.
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17 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.comparison.adaptation Not reported Context-only references | mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset No field-specific location recorded Version: journal full text in PMC | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.aggregation Not reported Context-only references | mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset No field-specific location recorded Version: journal full text in PMC | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.budget Not reported Context-only references | mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset No field-specific location recorded Version: journal full text in PMC | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.dataset_version Not reported Context-only references | mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset No field-specific location recorded Version: journal full text in PMC | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.inputs Not reported Context-only references | mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset No field-specific location recorded Version: journal full text in PMC | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.metric_implementation Not reported Context-only references | mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset No field-specific location recorded Version: journal full text in PMC | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.population Not reported Context-only references | mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset No field-specific location recorded Version: journal full text in PMC | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.protocol_id Not reported Context-only references | mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset No field-specific location recorded Version: journal full text in PMC | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.split paper evaluation Context-only references | mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset No field-specific location recorded Version: journal full text in PMC | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.origin author_reported Context-only references | mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset No field-specific location recorded Version: journal full text in PMC | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
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Release 2026-09-29-06401fd5b220 · Record review: needs review
Stable ID: evaluation-b2-mrnabert-2025