Result

49.5 ± 1.0% recall_at_5

Emb-Cos spectraverse-formula-free Recall@5

Tested configuration: Emb-Cos [MSAlign v2]
Protocol: MSAlign v2 retrieval: spectraverse-formula-free
Dataset subset: MSAlign v2 spectraverse-formula-free
Related family profiles: Emb-Cos
Procedure: Not reported
Evaluation: Emb-Cos spectraverse-formula-free
Coverage: scored: unreported; eligible: unreported
Uncertainty: type: standard_deviation; reported spread: 1.0; scope: Three random splitting seeds.
Evidence: Author-reported evaluation · source checkedMSAlign arXiv v2 Table 3 · Table 3 p7; spectraverse block, R@5 row, Emb-Cos column

A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: source checked. Source checked does not mean independently reproduced.

Reproduction

Split: uc20260930-msalign-v2-protocol-spectraverse-formula-free
Adaptation: Not reported
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: MSAlign v2 retrieval: spectraverse-formula-free

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 2026-09-30-e37e3ab1284d
Property and statement	Original source and location	Review and provenance
Reported result 49.5 ± 1.0 Individual claims	MSAlign arXiv v2 Table 3 Original source ↗ Table 3 p7; spectraverse block, R@5 row, Emb-Cos column Version: 2605.19752v2, 25 September 2026 Retrieved: 2026-09-30	source checked automated source review · 2026-09-30T21:40:59.576893+00:00 author reported Audit details Field: `attributes.printed_value` Source artifact SHA-256: `a31d1167b0ded72f64717881dd6cba0946a56b495d76f169d8e44115c3266fda` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact

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Sources and history

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Release 2026-09-30-e37e3ab1284d · Record review: source checked

1 source records and release history

MSAlign arXiv v2 Table 3 · Original source · 2605.19752v2, 25 September 2026

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Technical metadata and extraction receipts

Stable ID: uc20260930-msalign-v2-result-spectraverse-formula-free-emb-cos-r5

areas: metabolomics
metric: recall_at_5
metric direction: higher
unit: percent
printed value: 49.5 ± 1.0
numeric value: 49.5
source locator: Table 3 p7; spectraverse block, R@5 row, Emb-Cos column
review: method: automated_source_review; reviewer: Codex experimental-use-case curation; date: 2026-09-30; reviewed at: 2026-09-30T21:40:59.576893+00:00; scope: Primary-source transcription and catalogue applicability audit; not human scientific review or independent experimental reproduction.
uncertainty: type: standard_deviation; reported spread: 1.0; scope: Three random splitting seeds.

Related records

evaluation: Emb-Cos spectraverse-formula-free

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