Result

0.61 Spearman's rho

ResNet: Spearman's rho on Rocklin designed-protein stability

Tested configuration: ResNet (no pretraining)
Task: TAPE Stability
Dataset: TAPE Stability source dataset
Procedure: Test 17 one-mutation neighbourhoods around candidate proteins; train on broad experimental design rounds
Evaluation: ResNet (no pretraining): Rocklin designed-protein stability
Evidence: Author-reported evaluation · source checkedtape primary benchmark evidence · Table2,p.7,row3(No pretraining/ResNet),columnStability

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
ResNet (no pretraining): Rocklin designed-protein stability Configuration: ResNet (no pretraining)Task: TAPE StabilityDataset: TAPE Stability source dataset Test 17 one-mutation neighbourhoods around candidate proteins; train on broad experimental design rounds Author-reported evaluation · Evaluation metadata: needs review
0.61 Spearman's rho Unit: correlation · Direction: higher	Uncertainty: unreported Scored: Not reported · Eligible: Not reported	source checkedtape primary benchmark evidence · Table2,p.7,row3(No pretraining/ResNet),columnStability 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 0.61 Individual claims	tape primary benchmark evidence Original source ↗ Table2,p.7,row3(No pretraining/ResNet),columnStability 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

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-d6e867039a2d623b60

areas: protein-function
printed value: 0.61
numeric value: 0.61
metric: Spearman's rho
metric direction: higher
unit: correlation
uncertainty: Not reported
eligible count: Not reported
scored count: Not reported
reported population: count: 12839; unit: protein variants
source locator: Table2,p.7,row3(No pretraining/ResNet),columnStability
source occurrences: source id: evidence-discovery-final-tape; locator: Table2,p.7,row3(No pretraining/ResNet),columnStability
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): Rocklin designed-protein stability

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