93.54 ± 3.73 plddt
DPLM (650M) · ProteinBench SEQ-LENGTH-200-QUALITY-PLDDT · pLDDT
- Tested configuration
- DPLM (650M)
- Task
- ProteinBench SEQ-LENGTH-200-QUALITY-PLDDT: length 200, Quality pLDDT
- Dataset subset
- Generated sequences at fixed lengths (ProteinBench split)
- Procedure
- Unconditional sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs.
- Evaluation
- DPLM (650M) on ProteinBench SEQ-LENGTH-200-QUALITY-PLDDT: length 200, Quality pLDDT
- Evidence
- Author-reported evaluation · source checkedproteinbench primary benchmark evidence · Table 4, row(DPLM (650M)), column(length 200, Quality pLDDT↑)
A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: source checked. Source checked does not mean independently reproduced.
Methods and reproduction
ProteinBench evaluation of DPLM (650M) on length 200, Quality pLDDT, scored with pLDDT.
- task
- ProteinBench SEQ-LENGTH-200-QUALITY-PLDDT: length 200, Quality pLDDT
- configuration
- DPLM (650M)
- dataset subset
- Generated sequences at fixed lengths (ProteinBench split)
- Split
- Not reported
- Adaptation
- Not reported
- Scoring implementation
- pLDDT
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 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 |
|---|---|---|
| DPLM (650M) on ProteinBench SEQ-LENGTH-200-QUALITY-PLDDT: length 200, Quality pLDDT Configuration: DPLM (650M)Task: ProteinBench SEQ-LENGTH-200-QUALITY-PLDDT: length 200, Quality pLDDTDataset subset: Generated sequences at fixed lengths (ProteinBench split) Unconditional sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 93.54 ± 3.73 plddt Unit: score · Direction: higher | Uncertainty: type: standard deviation; value: 3.73 Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 4, row(DPLM (650M)), column(length 200, Quality pLDDT↑) 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.
1 evidence row matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Reported result 93.54 ± 3.73 Individual claims | proteinbench primary benchmark evidence Table 4, row(DPLM (650M)), column(length 200, Quality pLDDT↑) Version: 2409.06744v1 | source checked Deterministic parse of the pinned HTML tables, with the direction of every metric read from the arrow the paper prints in its header · 2026-09-18 author reported Audit detailsSource checked, not reproduced. Metrics differ by task, so no composite score across tasks is computed or implied. Field: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. Extraction artifact SHA-256: |
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-result-dplm-650m-seq-length-200-quality-plddt-plddt
- areas
- proteins-complexes
- tasks
- length 200, Quality pLDDT
- metric
- plddt
- metric direction
- higher
- unit
- score
- printed value
- 93.54 ± 3.73
- numeric value
- 93.54
- uncertainty
- type: standard_deviation; value: 3.73
- source locator
- Table 4, row(DPLM (650M)), column(length 200, Quality pLDDT↑)
- missing metadata
- denominator: unextracted; seeds: unreported
- review
- method: Deterministic parse of the pinned HTML tables, with the direction of every metric read from the arrow the paper prints in its header; reviewer: Codex research agent; no human review claimed; date: 2026-09-18; artifact sha256: 4334d636223ad42bfb9ae68aae03f5a255c29ba1cebe7b8f9588fb3b9b5453b2; retrieval url: https://arxiv.org/html/2409.06744v1; notes: Source checked, not reproduced. Metrics differ by task, so no composite score across tasks is computed or implied.