Result

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
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.

Evaluation results

Release 2026-09-17-d277315f7d76 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.

Evaluation setupMetricEvidence origin

Results grouped by the exact reported evaluation
Metric and finding	Coverage and uncertainty	Evidence
TAPE Unirep: ProteinNet CASP12 Model: TAPE UnirepTask: TAPE Contact PredictionDataset: ProteinNet CASP12 CASP12 test, 30% sequence-identity partition; medium/long-range contacts Independent external evaluation · Evaluation metadata: needs review
0.34 precision at L/5 Unit: fraction · Direction: higher	Uncertainty: unreported Scored: Not reported · Eligible: Not reported	source checkedtape primary benchmark evidence · Table2,p.7,row8(Self-supervised pretraining/UniRep mLSTM),columnContact prediction Source checking is not independent reproduction.

Evidence table

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

Claims, original sources and review scope · Release 2026-09-17-d277315f7d76
Property and statement	Original source and location	Review and provenance
Reported result 0.34 Individual claims	tape primary benchmark evidence Original source ↗ Table2,p.7,row8(Self-supervised pretraining/UniRep mLSTM),columnContact prediction Version: 1906.08230v1 Retrieved: 2026-09-16T20:23:48.238777+00:00	source checked Primary-table transcription and separate automated source review · 2026-09-17 independent paper Audit details Source checked does not mean experimentally reproduced. Field: `attributes.printed_value` Source artifact SHA-256: `6ee0c3e6e870635cba8fa67e0a4abc5598c0ab2a10ba127a46b67ac450ae0168` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact

All evidence (CSV)All evidence (JSONL)How to read the evidence

Sources and history

Release 2026-09-17-d277315f7d76 · Record review: source checked

tape primary benchmark evidence · Original source · 1906.08230v1

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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

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