ProteinBench evaluation of ESM-IF1 on De novo backbones based sequence design, length 400 scTM, scored with scTM.
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: ESM-IF1 | Task: ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-400-SCTM: De novo backbones based sequence design, length 400 scTM Dataset subset: CASP, CAMEO and de novo backbones (ProteinBench split) | 0.449 Sctm unitless · higher Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceInverse folding: recover a sequence for a given backbone. Values are the median over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 2, row(ESM-IF1), column(De novo backbones based sequence design, length 400 scTM ↑) |
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Inverse folding: recover a sequence for a given backbone. Values are the median over repeated runs.
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10 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Comparison: metric implementation scTM Context-only references | proteinbench primary benchmark evidence Table 2, row(ESM-IF1), column(De novo backbones based sequence design, length 400 scTM ↑) Version: 2409.06744v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Comparison: protocol id proteinbench-task-if-de-novo-backbones-based-sequence-design-length-400-sctm Context-only references | proteinbench primary benchmark evidence Table 2, row(ESM-IF1), column(De novo backbones based sequence design, length 400 scTM ↑) Version: 2409.06744v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Origin author_reported Context-only references | proteinbench primary benchmark evidence Table 2, row(ESM-IF1), column(De novo backbones based sequence design, length 400 scTM ↑) Version: 2409.06744v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Protocol Inverse folding: recover a sequence for a given backbone. Values are the median over repeated runs. Context-only references | proteinbench primary benchmark evidence Table 2, row(ESM-IF1), column(De novo backbones based sequence design, length 400 scTM ↑) Version: 2409.06744v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Source location Table 2, row(ESM-IF1), column(De novo backbones based sequence design, length 400 scTM ↑) Context-only references | proteinbench primary benchmark evidence Table 2, row(ESM-IF1), column(De novo backbones based sequence design, length 400 scTM ↑) Version: 2409.06744v1 | 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 ProteinBench evaluation of ESM-IF1 on De novo backbones based sequence design, length 400 scTM, scored with scTM. Context-only references | proteinbench primary benchmark evidence Table 2, row(ESM-IF1), column(De novo backbones based sequence design, length 400 scTM ↑) Version: 2409.06744v1 | 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: assessment proteinbench-task-if-de-novo-backbones-based-sequence-design-length-400-sctm Context-only references | proteinbench primary benchmark evidence Table 2, row(ESM-IF1), column(De novo backbones based sequence design, length 400 scTM ↑) Version: 2409.06744v1 | 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: data proteinbench-dataset-casp-cameo-and-de-novo-backbones Context-only references | proteinbench primary benchmark evidence Table 2, row(ESM-IF1), column(De novo backbones based sequence design, length 400 scTM ↑) Version: 2409.06744v1 | 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: system proteinbench-method-esm-if1 Context-only references | proteinbench primary benchmark evidence Table 2, row(ESM-IF1), column(De novo backbones based sequence design, length 400 scTM ↑) Version: 2409.06744v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Name ESM-IF1 on ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-400-SCTM: De novo backbones based sequence design, length 400 scTM Context-only references | proteinbench primary benchmark evidence Table 2, row(ESM-IF1), column(De novo backbones based sequence design, length 400 scTM ↑) Version: 2409.06744v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
Release 2026-11-02-a7f03c9e55a5 · Record review: source checked
Stable ID: proteinbench-evaluation-esm-if1-if-de-novo-backbones-based-sequence-design-length-400-sctm