Result

0.12 accuracy

LSTM: accuracy on SCOP1.75 fold-level test

Tested configuration: LSTM (no pretraining)
Task: TAPE Remote Homology Detection
Dataset: SCOP1.75 fold-level test
Procedure: Held-out evolutionary groups; fold-level classification into 1,195 folds
Evaluation: LSTM (no pretraining): SCOP1.75 fold-level test
Coverage: scored: unreported; eligible: unreported
Uncertainty: Not reported
Evidence: Author-reported evaluation · source checkedtape primary benchmark evidence · Table2,p.7,row2(No pretraining/LSTM),columnRemote homology

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: Held-out evolutionary groups; fold-level classification into 1,195 folds
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 Remote Homology Detection

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

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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 0.12 Individual claims	tape primary benchmark evidence Original source ↗ Table2,p.7,row2(No pretraining/LSTM),columnRemote homology 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-e3595d7ae7d4b30746

areas: protein-function
printed value: 0.12
numeric value: 0.12
metric: accuracy
metric direction: higher
unit: fraction
uncertainty: Not reported
eligible count: Not reported
scored count: Not reported
reported population: count: 718; unit: protein domains
source locator: Table2,p.7,row2(No pretraining/LSTM),columnRemote homology
source occurrences: source id: evidence-discovery-final-tape; locator: Table2,p.7,row2(No pretraining/LSTM),columnRemote homology
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: LSTM (no pretraining): SCOP1.75 fold-level test

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