dyMEAN-FixFR on ProteinBench AB-RATIONALITY-TOTAL-ENERGY: Rationality Total Energy
ProteinBench evaluation of dyMEAN-FixFR on Rationality Total Energy, scored with Total Energy.
Methods and reproduction
ProteinBench evaluation of dyMEAN-FixFR on Rationality Total Energy, scored with Total Energy.
- task
- ProteinBench AB-RATIONALITY-TOTAL-ENERGY: Rationality Total Energy
- configuration
- dyMEAN-FixFR
- dataset subset
- RAbD, 55 antibody-antigen complexes (ProteinBench split)
- Split
- Not reported
- Adaptation
- Not reported
- Scoring implementation
- Total Energy
No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.
Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.
Evaluation procedure
Antibody design on the 55 antibody-antigen complexes of the RAbD set.
- Configuration
- dyMEAN-FixFR
- Task
- ProteinBench AB-RATIONALITY-TOTAL-ENERGY: Rationality Total Energy
- Dataset subset
- RAbD, 55 antibody-antigen complexes (ProteinBench split)
- origin
- Author-reported evaluation
- configuration
- Not reported
- protocol id
- proteinbench-task-ab-rationality-total-energy
- metric implementation
- Total Energy
Metadata review: source checked. Unreported conditions prevent automatic comparisons.
Evaluation results
Release 2026-09-17-134cd1815de8 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard. Where several source tables report the same metric, the published comparisons above offer a pooled view that names what it does not hold constant.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| dyMEAN-FixFR on ProteinBench AB-RATIONALITY-TOTAL-ENERGY: Rationality Total Energy Configuration: dyMEAN-FixFRTask: ProteinBench AB-RATIONALITY-TOTAL-ENERGY: Rationality Total EnergyDataset subset: RAbD, 55 antibody-antigen complexes (ProteinBench split) Antibody design on the 55 antibody-antigen complexes of the RAbD set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 1239.29 ± 113.84 total-energy Unit: score · Direction: lower | Uncertainty: type: standard deviation; value: 113.84 Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 6, row(dyMEAN-FixFR), column(Rationality Total Energy ↓) Source checking is not 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.
10 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.comparison.metric_implementation Total Energy Context-only references | proteinbench primary benchmark evidence Table 6, row(dyMEAN-FixFR), column(Rationality Total Energy ↓) 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-ab-rationality-total-energy Context-only references | proteinbench primary benchmark evidence Table 6, row(dyMEAN-FixFR), column(Rationality Total Energy ↓) 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 6, row(dyMEAN-FixFR), column(Rationality Total Energy ↓) 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 Antibody design on the 55 antibody-antigen complexes of the RAbD set. Context-only references | proteinbench primary benchmark evidence Table 6, row(dyMEAN-FixFR), column(Rationality Total Energy ↓) 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 6, row(dyMEAN-FixFR), column(Rationality Total Energy ↓) Context-only references | proteinbench primary benchmark evidence Table 6, row(dyMEAN-FixFR), column(Rationality Total Energy ↓) 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 dyMEAN-FixFR on Rationality Total Energy, scored with Total Energy. Context-only references | proteinbench primary benchmark evidence Table 6, row(dyMEAN-FixFR), column(Rationality Total Energy ↓) 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-ab-rationality-total-energy Context-only references | proteinbench primary benchmark evidence Table 6, row(dyMEAN-FixFR), column(Rationality Total Energy ↓) 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-rabd-55-antibody-antigen-complexes Context-only references | proteinbench primary benchmark evidence Table 6, row(dyMEAN-FixFR), column(Rationality Total Energy ↓) 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-dymean-fixfr Context-only references | proteinbench primary benchmark evidence Table 6, row(dyMEAN-FixFR), column(Rationality Total Energy ↓) 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 dyMEAN-FixFR on ProteinBench AB-RATIONALITY-TOTAL-ENERGY: Rationality Total Energy Context-only references | proteinbench primary benchmark evidence Table 6, row(dyMEAN-FixFR), column(Rationality Total Energy ↓) 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. |
Sources and history
Release 2026-09-17-134cd1815de8 · Record review: source checked
1 source records and release history
- proteinbench primary benchmark evidence · Original source · 2409.06744v1
Technical metadata and extraction receipts
Stable ID: proteinbench-evaluation-dymean-fixfr-ab-rationality-total-energy
- areas
- proteins-complexes
- tasks
- Rationality Total Energy
- origin
- author_reported
- protocol
- Antibody design on the 55 antibody-antigen complexes of the RAbD set.
- comparison
- protocol id: proteinbench-task-ab-rationality-total-energy; metric implementation: Total Energy
- missing metadata
- checkpoint revision: unreported; seeds: unreported; budget: unreported; split manifest: unextracted
- source locator
- Table 6, row(dyMEAN-FixFR), column(Rationality Total Energy ↓)