Published comparison transcribed from the pinned source; not reproduced.
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: Enformer, parameter-efficient fine-tuning (NT benchmark) | Protocol: NT benchmark Splice acceptor, fine-tuning (PEFT) Dataset: NT benchmark Splice acceptor | 0.749 (± 0.007) MCC (median over 10 cross-validation folds) unitless · higher Uncertainty: SD 0.007 Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceEnformer on NT benchmark Splice acceptor (fine-tuning) lit-genomics-20261011-ntbench-protocol-splice-acceptor-fine-tuning Aggregation: Not reported Nucleotide Transformer: Supplementary Information (Supplementary Tables 1-12) · Supplementary Table 7, row 'Enformer', column 'Splice acceptor' |
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NT benchmark Splice acceptor, fine-tuning (PEFT)
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18 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Comparison: adaptation parameter-efficient fine-tuning Context-only references | Nucleotide Transformer: Supplementary Information (Supplementary Tables 1-12) Supplementary Table 7, row 'Enformer', column 'Splice acceptor' Version: Nature Methods 22, 287-297 (published online 2024-11-28); Supplementary Information PDF (MOESM1, 25 pages) | 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 |
| Comparison: aggregation Median over 10 folds Context-only references | Nucleotide Transformer: Supplementary Information (Supplementary Tables 1-12) Supplementary Table 7, row 'Enformer', column 'Splice acceptor' Version: Nature Methods 22, 287-297 (published online 2024-11-28); Supplementary Information PDF (MOESM1, 25 pages) | 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 |
| Comparison: budget Not reported Context-only references | Nucleotide Transformer: Supplementary Information (Supplementary Tables 1-12) Supplementary Table 7, row 'Enformer', column 'Splice acceptor' Version: Nature Methods 22, 287-297 (published online 2024-11-28); Supplementary Information PDF (MOESM1, 25 pages) | 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 | Nucleotide Transformer: Supplementary Information (Supplementary Tables 1-12) Supplementary Table 7, row 'Enformer', column 'Splice acceptor' Version: Nature Methods 22, 287-297 (published online 2024-11-28); Supplementary Information PDF (MOESM1, 25 pages) | 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 Human DNA sequence up to 600 bp Context-only references | Nucleotide Transformer: Supplementary Information (Supplementary Tables 1-12) Supplementary Table 7, row 'Enformer', column 'Splice acceptor' Version: Nature Methods 22, 287-297 (published online 2024-11-28); Supplementary Information PDF (MOESM1, 25 pages) | 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 |
| Comparison: metric implementation MCC Context-only references | Nucleotide Transformer: Supplementary Information (Supplementary Tables 1-12) Supplementary Table 7, row 'Enformer', column 'Splice acceptor' Version: Nature Methods 22, 287-297 (published online 2024-11-28); Supplementary Information PDF (MOESM1, 25 pages) | 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 |
| Comparison: population Not reported Context-only references | Nucleotide Transformer: Supplementary Information (Supplementary Tables 1-12) Supplementary Table 7, row 'Enformer', column 'Splice acceptor' Version: Nature Methods 22, 287-297 (published online 2024-11-28); Supplementary Information PDF (MOESM1, 25 pages) | 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 lit-genomics-20261011-ntbench-protocol-splice-acceptor-fine-tuning Context-only references | Nucleotide Transformer: Supplementary Information (Supplementary Tables 1-12) Supplementary Table 7, row 'Enformer', column 'Splice acceptor' Version: Nature Methods 22, 287-297 (published online 2024-11-28); Supplementary Information PDF (MOESM1, 25 pages) | 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 |
| Comparison: split Tenfold cross-validation Context-only references | Nucleotide Transformer: Supplementary Information (Supplementary Tables 1-12) Supplementary Table 7, row 'Enformer', column 'Splice acceptor' Version: Nature Methods 22, 287-297 (published online 2024-11-28); Supplementary Information PDF (MOESM1, 25 pages) | 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 |
| Origin independent_paper Context-only references | Nucleotide Transformer: Supplementary Information (Supplementary Tables 1-12) Supplementary Table 7, row 'Enformer', column 'Splice acceptor' Version: Nature Methods 22, 287-297 (published online 2024-11-28); Supplementary Information PDF (MOESM1, 25 pages) | 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 2026-10-22-1b7cf027e4f6 · Record review: source checked
Stable ID: lit-genomics-20261011-ntbench-eval-enformer-fine-tuning-splice-acceptor