0.34 precision at L/5
UniRep mLSTM: precision at L/5 on ProteinNet CASP12
- Tested model
- TAPE Unirep
- Task
- TAPE Contact Prediction
- Dataset
- ProteinNet CASP12
- Procedure
- CASP12 test, 30% sequence-identity partition; medium/long-range contacts
- Evaluation
- TAPE Unirep: ProteinNet CASP12
- Coverage
- scored: unreported; eligible: unreported
- Uncertainty
- Not reported
- Evidence
- Independent external evaluation · source checkedtape primary benchmark evidence · Table2,p.7,row8(Self-supervised pretraining/UniRep mLSTM),columnContact prediction
A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: needs review. Source checked does not mean independently reproduced.
Reproduction
- Split
- CASP12 test, 30% sequence-identity partition; medium/long-range contacts
- Adaptation
- Self-supervised pretraining; original TAPE paper task-specific supervised head
- Scoring implementation
- Not reported
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.
Evidence
Source checking verifies the cited claim or transcription. It does not establish 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 0.34 Individual claims | tape primary benchmark evidence Table2,p.7,row8(Self-supervised pretraining/UniRep mLSTM),columnContact prediction Version: 1906.08230v1 | source checked Primary-table transcription and separate automated source review · 2026-09-17 independent paper Audit detailsSource checked does not mean experimentally reproduced. Field: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Sources and history
View linked audit checks and correction history
Release 2026-09-29-06401fd5b220 · Record review: source checked
1 source records and release history
- tape primary benchmark evidence · Original source · 1906.08230v1
Technical metadata and extraction receipts
Stable ID: paper-result-8ea9c35dce1fcd6959
- areas
- protein-function
- printed value
- 0.34
- numeric value
- 0.34
- metric
- precision at L/5
- metric direction
- higher
- unit
- fraction
- uncertainty
- Not reported
- eligible count
- Not reported
- scored count
- Not reported
- reported population
- count: 40; unit: proteins; top L/5 pairs per protein
- source locator
- Table2,p.7,row8(Self-supervised pretraining/UniRep mLSTM),columnContact prediction
- source occurrences
- source id: evidence-discovery-final-tape; locator: Table2,p.7,row8(Self-supervised pretraining/UniRep mLSTM),columnContact prediction
- review
- method: Primary-table transcription and separate automated source review; date: 2026-09-17; note: Source checked does not mean experimentally reproduced.
- missing metadata
- scored count: unreported; eligible count: unextracted; checkpoint revision: unextracted; uncertainty: unreported
Related records
- evaluation: TAPE Unirep: ProteinNet CASP12