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: RiNALMo | Task: Mean ribosome load from MPRA Dataset: mRNABench MRL-MPRA | 0.74 Pearson unitless · unknown Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceRiNALMo: Mean ribosome load from MPRA Linear probe; mean across ten random seeds. Aggregation: Not reported mRNABench: A curated benchmark for mature mRNA property and function prediction · Table 2, RiNALMo row, MRL MPRA column |
Source checking is not independent reproduction. Release 2026-11-02-a7f03c9e55a5.
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Release 2026-11-02-a7f03c9e55a5 · Evidence verified: Not verified
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Linear probe; mean across ten random seeds.
Metadata review: needs review. Unreported conditions prevent automatic comparisons.
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18 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Comparison: adaptation Not reported Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction No field-specific location recorded Version: preprint archived 2025-07-08 | missing or unspecified No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: aggregation Not reported Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction No field-specific location recorded Version: preprint archived 2025-07-08 | missing or unspecified No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: budget Not reported Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction No field-specific location recorded Version: preprint archived 2025-07-08 | missing or unspecified No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: dataset version Not reported Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction No field-specific location recorded Version: preprint archived 2025-07-08 | missing or unspecified No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: inputs Not reported Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction No field-specific location recorded Version: preprint archived 2025-07-08 | missing or unspecified No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: metric implementation Not reported Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction No field-specific location recorded Version: preprint archived 2025-07-08 | missing or unspecified No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: population Not reported Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction No field-specific location recorded Version: preprint archived 2025-07-08 | missing or unspecified No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: protocol id Not reported Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction No field-specific location recorded Version: preprint archived 2025-07-08 | missing or unspecified No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Comparison: split Not reported Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction No field-specific location recorded Version: preprint archived 2025-07-08 | missing or unspecified No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Evidence experiment set id mrnabench-2025-linear-probing-default-splits Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction No field-specific location recorded Version: preprint archived 2025-07-08 | not individually reviewed No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Release 2026-11-02-a7f03c9e55a5 · Record review: needs review
Stable ID: evaluation-lit-009