Result

0.73 accuracy

Transformer: accuracy on CB513

Tested model: TAPE Transformer
Task: TAPE Secondary Structure
Dataset: CB513
Procedure: CB513 test set; train/test proteins filtered at 25% sequence identity
Evaluation: TAPE Transformer: CB513
Evidence: Author-reported evaluation · source checkedtape primary benchmark evidence · Table2,p.7,row4(Self-supervised pretraining/Transformer),columnSecondary structure

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 Transformer: CB513 Model: TAPE TransformerTask: TAPE Secondary StructureDataset: CB513 CB513 test set; train/test proteins filtered at 25% sequence identity Author-reported evaluation · Evaluation metadata: needs review
0.73 accuracy Unit: fraction · Direction: higher	Uncertainty: unreported Scored: Not reported · Eligible: Not reported	source checkedtape primary benchmark evidence · Table2,p.7,row4(Self-supervised pretraining/Transformer),columnSecondary structure 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 0.73 Individual claims	tape primary benchmark evidence Original source ↗ Table2,p.7,row4(Self-supervised pretraining/Transformer),columnSecondary structure 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 author reported 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

Download this release

Technical metadata and extraction receipts

Stable ID: paper-result-b1fec931ad74219d4c

areas: protein-function
printed value: 0.73
numeric value: 0.73
metric: accuracy
metric direction: higher
unit: fraction
uncertainty: Not reported
eligible count: Not reported
scored count: Not reported
reported population: count: 513; unit: proteins; metric counts residues
source locator: Table2,p.7,row4(Self-supervised pretraining/Transformer),columnSecondary structure
source occurrences: source id: evidence-discovery-final-tape; locator: Table2,p.7,row4(Self-supervised pretraining/Transformer),columnSecondary structure
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 Transformer: CB513

Suggest a correction