ProteinBench evaluation of LM-Design on Fitting Evolution Distribution, CASP AAR, scored with AAR.
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Release 2026-09-29-06401fd5b220 · Evidence verified: Not verified
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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: LM-Design | Task: ProteinBench IF-FITTING-EVOLUTION-DISTRIBUTION-CASP-AAR: Fitting Evolution Distribution, CASP AAR Dataset subset: CASP, CAMEO and de novo backbones (ProteinBench split) | 0.516 aar 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(LM-Design), column(Fitting Evolution Distribution, CASP AAR ↑) |
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.
Metadata review: source checked. Unreported conditions prevent automatic comparisons.
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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 AAR Context-only references | proteinbench primary benchmark evidence Table 2, row(LM-Design), column(Fitting Evolution Distribution, CASP AAR ↑) 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-fitting-evolution-distribution-casp-aar Context-only references | proteinbench primary benchmark evidence Table 2, row(LM-Design), column(Fitting Evolution Distribution, CASP AAR ↑) 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(LM-Design), column(Fitting Evolution Distribution, CASP AAR ↑) 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(LM-Design), column(Fitting Evolution Distribution, CASP AAR ↑) 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(LM-Design), column(Fitting Evolution Distribution, CASP AAR ↑) Context-only references | proteinbench primary benchmark evidence Table 2, row(LM-Design), column(Fitting Evolution Distribution, CASP AAR ↑) 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 LM-Design on Fitting Evolution Distribution, CASP AAR, scored with AAR. Context-only references | proteinbench primary benchmark evidence Table 2, row(LM-Design), column(Fitting Evolution Distribution, CASP AAR ↑) 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-fitting-evolution-distribution-casp-aar Context-only references | proteinbench primary benchmark evidence Table 2, row(LM-Design), column(Fitting Evolution Distribution, CASP AAR ↑) 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(LM-Design), column(Fitting Evolution Distribution, CASP AAR ↑) 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-lm-design Context-only references | proteinbench primary benchmark evidence Table 2, row(LM-Design), column(Fitting Evolution Distribution, CASP AAR ↑) 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 LM-Design on ProteinBench IF-FITTING-EVOLUTION-DISTRIBUTION-CASP-AAR: Fitting Evolution Distribution, CASP AAR Context-only references | proteinbench primary benchmark evidence Table 2, row(LM-Design), column(Fitting Evolution Distribution, CASP AAR ↑) 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-lm-design-if-fitting-evolution-distribution-casp-aar