Result

76.2 ± 0.9% recall_at_20

MIST massspecgym-formula-formula-oracle Recall@20

Tested configuration: MIST [MSAlign v2]
Protocol: MSAlign v2 retrieval: massspecgym-formula-formula-oracle
Dataset subset: MSAlign v2 massspecgym-formula-formula-oracle
Related family profiles: MIST
Procedure: Not reported
Evaluation: MIST massspecgym-formula-formula-oracle
Coverage: scored: unreported; eligible: unreported
Uncertainty: type: standard_deviation; reported spread: 0.9; scope: Three random splitting seeds.
Evidence: Author-reported evaluation · source checkedMSAlign arXiv v2 Table 3 · Table 3 p7; massspecgym-formula block, R@20 row, MIST 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-massspecgym-formula-formula-oracle
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: massspecgym-formula-formula-oracle

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

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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 76.2 ± 0.9 Individual claims	MSAlign arXiv v2 Table 3 Original source ↗ Table 3 p7; massspecgym-formula block, R@20 row, MIST 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-massspecgym-formula-formula-oracle-mist-r20

areas: metabolomics
metric: recall_at_20
metric direction: higher
unit: percent
printed value: 76.2 ± 0.9
numeric value: 76.2
source locator: Table 3 p7; massspecgym-formula block, R@20 row, MIST 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: 0.9; scope: Three random splitting seeds.

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evaluation: MIST massspecgym-formula-formula-oracle

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