ESM-2: family ESM-2
The paper-specific record cites ProteinGym and the original primary table explicitly identifies the model family. Preserve its existing numerical scope and locator; do not merge with independently transcribed table-cell records.
Evidence
Source checking verifies the cited claim or transcription. It does not establish independent reproduction.
Evidence table
Inspect claims, sources and review details
Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.
One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
6 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.field links:family:discovery-model-esm-2 Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design Section 4.1 zero-shot baselines; Table 2 ESM-2 (15B) and ProteinMPNN rows Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.source_locator Section 4.1 zero-shot baselines; Table 2 ESM-2 (15B) and ProteinMPNN rows Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design Section 4.1 zero-shot baselines; Table 2 ESM-2 (15B) and ProteinMPNN rows Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.target_id discovery-model-esm-2 Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design Section 4.1 zero-shot baselines; Table 2 ESM-2 (15B) and ProteinMPNN rows Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| description The paper-specific record cites ProteinGym and the original primary table explicitly identifies the model family. Preserve its existing numerical scope and locator; do not merge with independently transcribed table-cell records. Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design Section 4.1 zero-shot baselines; Table 2 ESM-2 (15B) and ProteinMPNN rows Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: subject reported-model-d326e3c4e3ba20 Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design Section 4.1 zero-shot baselines; Table 2 ESM-2 (15B) and ProteinMPNN rows Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| name ESM-2: family ESM-2 Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design Section 4.1 zero-shot baselines; Table 2 ESM-2 (15B) and ProteinMPNN rows Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
Sources and history
View linked audit checks and correction history
Release 2026-09-29-06401fd5b220 · Record review: source checked
1 source records and release history
- ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Original source · Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256
Technical metadata and extraction receipts
Stable ID: model-evaluation-identity-7abe0eb8b796bde91cba
- areas
- proteins-complexes
- field
- links:family:discovery-model-esm-2
- target id
- discovery-model-esm-2
- source locator
- Section 4.1 zero-shot baselines; Table 2 ESM-2 (15B) and ProteinMPNN rows
- review
- method: automated_source_review; date: 2026-09-23; note: Source review establishes this relationship only. Exact evaluated configurations and original numerical review status remain unchanged. The paper-specific record cites ProteinGym and the original primary table explicitly identifies the model family. Preserve its existing numerical scope and locator; do not merge with independently transcribed table-cell records.
Related records
- subject: ESM-2