ProteinGym evaluation of OHE MSAT on Supervised substitutions, random split, Spearman, scored with Spearman.
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1 evaluation · 1 result. Different protocols are not a single leaderboard.
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| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: OHE MSAT | Task: ProteinGym SUP-SUB-SPEARMAN-RAND: Supervised substitutions, random split, Spearman Dataset subset: ProteinGym substitution DMS assays (ProteinGym split) | 0.536 spearman correlation · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceOHE MSAT on ProteinGym SUP-SUB-SPEARMAN-RAND: Supervised substitutions, random split, Spearman Supervised fitness prediction under three cross-validation schemes: contiguous, modulo and random splits. Aggregation: Not reported ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 3, row(MSAT), column(Supervised substitutions, random split, Spearman) |
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Supervised fitness prediction under three cross-validation schemes: contiguous, modulo and random splits.
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13 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.comparison.metric_implementation Spearman Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design Table 3, row(MSAT), column(Supervised substitutions, random split, Spearman) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.comparison.protocol_id proteingym-task-sup-sub-spearman-rand Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design Table 3, row(MSAT), column(Supervised substitutions, random split, Spearman) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.evaluation_group_id evaluation-group-proteingym-table-3-supervised-substitutions-rand-ohe-msat Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design Table 3, row(MSAT), column(Supervised substitutions, random split, Spearman) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.evaluation_group_name OHE MSAT · supervised substitutions, random split Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design Table 3, row(MSAT), column(Supervised substitutions, random split, Spearman) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.evaluation_group_note Counts source-reported evaluation scopes, not individual runs or assays. Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design Table 3, row(MSAT), column(Supervised substitutions, random split, Spearman) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.origin author_reported Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design Table 3, row(MSAT), column(Supervised substitutions, random split, Spearman) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.protocol Supervised fitness prediction under three cross-validation schemes: contiguous, modulo and random splits. Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design Table 3, row(MSAT), column(Supervised substitutions, random split, Spearman) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.source_locator Table 3, row(MSAT), column(Supervised substitutions, random split, Spearman) Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design Table 3, row(MSAT), column(Supervised substitutions, random split, Spearman) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| description ProteinGym evaluation of OHE MSAT on Supervised substitutions, random split, Spearman, scored with Spearman. Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design Table 3, row(MSAT), column(Supervised substitutions, random split, Spearman) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: benchmark proteingym-task-sup-sub-spearman-rand Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design Table 3, row(MSAT), column(Supervised substitutions, random split, Spearman) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
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Release 2026-09-29-06401fd5b220 · Record review: source checked
Stable ID: proteingym-evaluation-ohe-msat-sup-sub-spearman-rand