ProteinBench evaluation of ESM-IF1 on De novo backbones based sequence design, length 400 scTM, scored with scTM.
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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: 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 score · higher Uncertainty: Not reported 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 ↑) |
Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.
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 |
|---|---|---|
| attributes.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. |
| attributes.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. |
| attributes.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. |
| attributes.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. |
| attributes.source_locator 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: benchmark 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: dataset 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: model 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. |
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Release 2026-09-29-06401fd5b220 · Record review: source checked
Stable ID: proteinbench-evaluation-esm-if1-if-de-novo-backbones-based-sequence-design-length-400-sctm