Result

0.7 accuracy

ResNet: accuracy on CB513

Tested configuration: ResNet (no pretraining)
Task: TAPE Secondary Structure
Dataset: CB513
Procedure: CB513 test set; train/test proteins filtered at 25% sequence identity
Evaluation: ResNet (no pretraining): CB513
Coverage: scored: unreported; eligible: unreported
Uncertainty: Not reported
Evidence: Author-reported evaluation · source checkedtape primary benchmark evidence · Table2,p.7,row3(No pretraining/ResNet),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.

Reproduction

Split: CB513 test set; train/test proteins filtered at 25% sequence identity
Adaptation: No 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.

Access requirements and official instructions: TAPE Secondary Structure

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

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statement	Original source and location	Review and provenance
Reported result 0.70 Individual claims	tape primary benchmark evidence Original source ↗ Table2,p.7,row3(No pretraining/ResNet),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

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Sources and history

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Release 2026-09-29-06401fd5b220 · Record review: source checked

1 source records and release history

tape primary benchmark evidence · Original source · 1906.08230v1

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Technical metadata and extraction receipts

Stable ID: paper-result-8843b87cc984941e2b

areas: protein-function
printed value: 0.70
numeric value: 0.7
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,row3(No pretraining/ResNet),columnSecondary structure
source occurrences: source id: evidence-discovery-final-tape; locator: Table2,p.7,row3(No pretraining/ResNet),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: ResNet (no pretraining): CB513

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