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12 evaluations · 12 results. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Pipeline: AIDO-RNA | Protocol: MIMIC mRNABench probes RNA Localization: RNA Localization prediction Dataset subset: mRNABench RNA Localization as reported in MIMIC Table S11 (MIMIC mRNABench probes split) | 0.734 auprc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Result quoted from another source · Source checkedMethods, coverage and sourceAIDO-RNA on MIMIC mRNABench probes RNA Localization: RNA Localization prediction MIMIC uses concatenated register tokens and mean-pooled RNA-track representations with supervised probes. Nucleotide/codon/amino-acid conditioning is selected per task on validation data; predictions are averaged across selected modality subsets. Comparator scores are quoted from prior mRNABench work. Aggregation: Not reported MIMIC v1: Table S11 and Appendix D.3 · Table S11 (HTML A4.T11), data row 2 (AIDO-RNA [ 118 ]), column 5 (RNA Localization) |
| Pipeline: Dilated ResNet | Protocol: MIMIC mRNABench probes RNA Localization: RNA Localization prediction Dataset subset: mRNABench RNA Localization as reported in MIMIC Table S11 (MIMIC mRNABench probes split) | 0.645 auprc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Result quoted from another source · Source checkedMethods, coverage and sourceDilated ResNet on MIMIC mRNABench probes RNA Localization: RNA Localization prediction MIMIC uses concatenated register tokens and mean-pooled RNA-track representations with supervised probes. Nucleotide/codon/amino-acid conditioning is selected per task on validation data; predictions are averaged across selected modality subsets. Comparator scores are quoted from prior mRNABench work. Aggregation: Not reported MIMIC v1: Table S11 and Appendix D.3 · Table S11 (HTML A4.T11), data row 3 (Dilated ResNet [ 71 ]), column 5 (RNA Localization) |
| Pipeline: DNABERT-S | Protocol: MIMIC mRNABench probes RNA Localization: RNA Localization prediction Dataset subset: mRNABench RNA Localization as reported in MIMIC Table S11 (MIMIC mRNABench probes split) | 0.685 auprc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Result quoted from another source · Source checkedMethods, coverage and sourceDNABERT-S on MIMIC mRNABench probes RNA Localization: RNA Localization prediction MIMIC uses concatenated register tokens and mean-pooled RNA-track representations with supervised probes. Nucleotide/codon/amino-acid conditioning is selected per task on validation data; predictions are averaged across selected modality subsets. Comparator scores are quoted from prior mRNABench work. Aggregation: Not reported MIMIC v1: Table S11 and Appendix D.3 · Table S11 (HTML A4.T11), data row 5 (DNABERT-S [ 119 ]), column 5 (RNA Localization) |
| Pipeline: DNABERT2 | Protocol: MIMIC mRNABench probes RNA Localization: RNA Localization prediction Dataset subset: mRNABench RNA Localization as reported in MIMIC Table S11 (MIMIC mRNABench probes split) | 0.675 auprc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Result quoted from another source · Source checkedMethods, coverage and sourceDNABERT2 on MIMIC mRNABench probes RNA Localization: RNA Localization prediction MIMIC uses concatenated register tokens and mean-pooled RNA-track representations with supervised probes. Nucleotide/codon/amino-acid conditioning is selected per task on validation data; predictions are averaged across selected modality subsets. Comparator scores are quoted from prior mRNABench work. Aggregation: Not reported MIMIC v1: Table S11 and Appendix D.3 · Table S11 (HTML A4.T11), data row 4 (DNABERT2 [ 33 ]), column 5 (RNA Localization) |
| Pipeline: ERNIE-RNA | Protocol: MIMIC mRNABench probes RNA Localization: RNA Localization prediction Dataset subset: mRNABench RNA Localization as reported in MIMIC Table S11 (MIMIC mRNABench probes split) | 0.691 auprc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Result quoted from another source · Source checkedMethods, coverage and sourceERNIE-RNA on MIMIC mRNABench probes RNA Localization: RNA Localization prediction MIMIC uses concatenated register tokens and mean-pooled RNA-track representations with supervised probes. Nucleotide/codon/amino-acid conditioning is selected per task on validation data; predictions are averaged across selected modality subsets. Comparator scores are quoted from prior mRNABench work. Aggregation: Not reported MIMIC v1: Table S11 and Appendix D.3 · Table S11 (HTML A4.T11), data row 6 (ERNIE-RNA [ 120 ]), column 5 (RNA Localization) |
| Pipeline: Evo2 | Protocol: MIMIC mRNABench probes RNA Localization: RNA Localization prediction Dataset subset: mRNABench RNA Localization as reported in MIMIC Table S11 (MIMIC mRNABench probes split) | 0.767 auprc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Result quoted from another source · Source checkedMethods, coverage and sourceEvo2 on MIMIC mRNABench probes RNA Localization: RNA Localization prediction MIMIC uses concatenated register tokens and mean-pooled RNA-track representations with supervised probes. Nucleotide/codon/amino-acid conditioning is selected per task on validation data; predictions are averaged across selected modality subsets. Comparator scores are quoted from prior mRNABench work. Aggregation: Not reported MIMIC v1: Table S11 and Appendix D.3 · Table S11 (HTML A4.T11), data row 7 (Evo2 [ 29 ]), column 5 (RNA Localization) |
| Pipeline: HyenaDNA | Protocol: MIMIC mRNABench probes RNA Localization: RNA Localization prediction Dataset subset: mRNABench RNA Localization as reported in MIMIC Table S11 (MIMIC mRNABench probes split) | 0.67 auprc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Result quoted from another source · Source checkedMethods, coverage and sourceHyenaDNA on MIMIC mRNABench probes RNA Localization: RNA Localization prediction MIMIC uses concatenated register tokens and mean-pooled RNA-track representations with supervised probes. Nucleotide/codon/amino-acid conditioning is selected per task on validation data; predictions are averaged across selected modality subsets. Comparator scores are quoted from prior mRNABench work. Aggregation: Not reported MIMIC v1: Table S11 and Appendix D.3 · Table S11 (HTML A4.T11), data row 8 (HyenaDNA [ 31 ]), column 5 (RNA Localization) |
| Pipeline: MIMIC | Protocol: MIMIC mRNABench probes RNA Localization: RNA Localization prediction Dataset subset: mRNABench RNA Localization as reported in MIMIC Table S11 (MIMIC mRNABench probes split) | 0.756 auprc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceMIMIC on MIMIC mRNABench probes RNA Localization: RNA Localization prediction MIMIC uses concatenated register tokens and mean-pooled RNA-track representations with supervised probes. Nucleotide/codon/amino-acid conditioning is selected per task on validation data; predictions are averaged across selected modality subsets. Comparator scores are quoted from prior mRNABench work. Aggregation: Not reported MIMIC v1: Table S11 and Appendix D.3 · Table S11 (HTML A4.T11), data row 1 (MIMIC), column 5 (RNA Localization) |
| Pipeline: NT-v2 | Protocol: MIMIC mRNABench probes RNA Localization: RNA Localization prediction Dataset subset: mRNABench RNA Localization as reported in MIMIC Table S11 (MIMIC mRNABench probes split) | 0.719 auprc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Result quoted from another source · Source checkedMethods, coverage and sourceNT-v2 on MIMIC mRNABench probes RNA Localization: RNA Localization prediction MIMIC uses concatenated register tokens and mean-pooled RNA-track representations with supervised probes. Nucleotide/codon/amino-acid conditioning is selected per task on validation data; predictions are averaged across selected modality subsets. Comparator scores are quoted from prior mRNABench work. Aggregation: Not reported MIMIC v1: Table S11 and Appendix D.3 · Table S11 (HTML A4.T11), data row 9 (NT-v2 [ 121 ]), column 5 (RNA Localization) |
| Pipeline: Orthrus | Protocol: MIMIC mRNABench probes RNA Localization: RNA Localization prediction Dataset subset: mRNABench RNA Localization as reported in MIMIC Table S11 (MIMIC mRNABench probes split) | 0.789 auprc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Result quoted from another source · Source checkedMethods, coverage and sourceOrthrus on MIMIC mRNABench probes RNA Localization: RNA Localization prediction MIMIC uses concatenated register tokens and mean-pooled RNA-track representations with supervised probes. Nucleotide/codon/amino-acid conditioning is selected per task on validation data; predictions are averaged across selected modality subsets. Comparator scores are quoted from prior mRNABench work. Aggregation: Not reported MIMIC v1: Table S11 and Appendix D.3 · Table S11 (HTML A4.T11), data row 10 (Orthrus [ 74 ]), column 5 (RNA Localization) |
| Pipeline: RiNALMo | Protocol: MIMIC mRNABench probes RNA Localization: RNA Localization prediction Dataset subset: mRNABench RNA Localization as reported in MIMIC Table S11 (MIMIC mRNABench probes split) | 0.69 auprc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Result quoted from another source · Source checkedMethods, coverage and sourceRiNALMo on MIMIC mRNABench probes RNA Localization: RNA Localization prediction MIMIC uses concatenated register tokens and mean-pooled RNA-track representations with supervised probes. Nucleotide/codon/amino-acid conditioning is selected per task on validation data; predictions are averaged across selected modality subsets. Comparator scores are quoted from prior mRNABench work. Aggregation: Not reported MIMIC v1: Table S11 and Appendix D.3 · Table S11 (HTML A4.T11), data row 11 (RiNALMo [ 122 ]), column 5 (RNA Localization) |
| Pipeline: SpliceBERT | Protocol: MIMIC mRNABench probes RNA Localization: RNA Localization prediction Dataset subset: mRNABench RNA Localization as reported in MIMIC Table S11 (MIMIC mRNABench probes split) | 0.726 auprc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Result quoted from another source · Source checkedMethods, coverage and sourceSpliceBERT on MIMIC mRNABench probes RNA Localization: RNA Localization prediction MIMIC uses concatenated register tokens and mean-pooled RNA-track representations with supervised probes. Nucleotide/codon/amino-acid conditioning is selected per task on validation data; predictions are averaged across selected modality subsets. Comparator scores are quoted from prior mRNABench work. Aggregation: Not reported MIMIC v1: Table S11 and Appendix D.3 · Table S11 (HTML A4.T11), data row 12 (SpliceBERT [ 77 ]), column 5 (RNA Localization) |
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2 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| description Dataset subset reported in MIMIC v1: Table S11 and Appendix D.3. Exact split manifest remains unextracted; source-table identity is retained. Context-only references | MIMIC v1: Table S11 and Appendix D.3 No field-specific location recorded Version: arXiv version 1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| name mRNABench RNA Localization as reported in MIMIC Table S11 (MIMIC mRNABench probes split) Context-only references | MIMIC v1: Table S11 and Appendix D.3 No field-specific location recorded Version: arXiv version 1 | not individually reviewed No individual claim review recorded 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: source checked
Stable ID: mimic-2026-mrnabench-dataset-mrnabench-rna-localization-as-reported-in-mimic-table-s11