Published stability-change predictor comparison; transcribed, not reproduced.
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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: RaSP (Chu et al. 2024) | Protocol: BglB dataset stability ranking, Spearman correlation (Chu et al. 2024 Table 1) Dataset: BglB dataset: Beta-glucosidase (BglB), melting temperature (Tm) | 0.02 spearman-correlation unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceRaSP on BglB dataset (Chu et al. 2024) protein-stability-20261009-protocol-chu2024-bglb Aggregation: Not reported Protein stability prediction by fine-tuning a protein language model on a mega-scale dataset · Table 1, row 'BglB dataset', column 'RaSP' (supervised group) |
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protein-stability-20261009-protocol-chu2024-bglb
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19 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.comparison.adaptation Not reported Context-only references | Protein stability prediction by fine-tuning a protein language model on a mega-scale dataset Table 1, row 'BglB dataset', column 'RaSP' Version: PLOS Computational Biology 20(7):e1012248, published 2024-07-22; PMC11293664 full-text XML | 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 |
| attributes.comparison.aggregation Pooled over variants, or mean over domains for the mega-scale set Context-only references | Protein stability prediction by fine-tuning a protein language model on a mega-scale dataset Table 1, row 'BglB dataset', column 'RaSP' Version: PLOS Computational Biology 20(7):e1012248, published 2024-07-22; PMC11293664 full-text XML | 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 |
| attributes.comparison.budget Not reported Context-only references | Protein stability prediction by fine-tuning a protein language model on a mega-scale dataset Table 1, row 'BglB dataset', column 'RaSP' Version: PLOS Computational Biology 20(7):e1012248, published 2024-07-22; PMC11293664 full-text XML | 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 |
| attributes.comparison.dataset_version Not reported Context-only references | Protein stability prediction by fine-tuning a protein language model on a mega-scale dataset Table 1, row 'BglB dataset', column 'RaSP' Version: PLOS Computational Biology 20(7):e1012248, published 2024-07-22; PMC11293664 full-text XML | 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 |
| attributes.comparison.inputs Protein sequence and the variant Context-only references | Protein stability prediction by fine-tuning a protein language model on a mega-scale dataset Table 1, row 'BglB dataset', column 'RaSP' Version: PLOS Computational Biology 20(7):e1012248, published 2024-07-22; PMC11293664 full-text XML | 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 |
| attributes.comparison.metric_implementation Spearman correlation Context-only references | Protein stability prediction by fine-tuning a protein language model on a mega-scale dataset Table 1, row 'BglB dataset', column 'RaSP' Version: PLOS Computational Biology 20(7):e1012248, published 2024-07-22; PMC11293664 full-text XML | 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 |
| attributes.comparison.population 157 sequences Context-only references | Protein stability prediction by fine-tuning a protein language model on a mega-scale dataset Table 1, row 'BglB dataset', column 'RaSP' Version: PLOS Computational Biology 20(7):e1012248, published 2024-07-22; PMC11293664 full-text XML | 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 |
| attributes.comparison.protocol_id protein-stability-20261009-protocol-chu2024-bglb Context-only references | Protein stability prediction by fine-tuning a protein language model on a mega-scale dataset Table 1, row 'BglB dataset', column 'RaSP' Version: PLOS Computational Biology 20(7):e1012248, published 2024-07-22; PMC11293664 full-text XML | 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 |
| attributes.comparison.split Whole dataset Context-only references | Protein stability prediction by fine-tuning a protein language model on a mega-scale dataset Table 1, row 'BglB dataset', column 'RaSP' Version: PLOS Computational Biology 20(7):e1012248, published 2024-07-22; PMC11293664 full-text XML | 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 |
attributes.limitations1 values
| Protein stability prediction by fine-tuning a protein language model on a mega-scale dataset Table 1, row 'BglB dataset', column 'RaSP' Version: PLOS Computational Biology 20(7):e1012248, published 2024-07-22; PMC11293664 full-text XML | 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 2026-10-10-7fcc3e48a123 · Record review: source checked
Stable ID: protein-stability-20261009-eval-chu2024-rasp-bglb