rewirebio.iobenchmarks
Dataset subset

NPLIB1, formula supplied candidate pool (MSAlign molecular retrieval split)

Dataset subset reported in MSAlign v1: Table 3. Exact split manifest remains unextracted; source-table identity is retained.

Evaluation results

3 evaluations · 9 results. Different protocols are not a single leaderboard.

Filter evaluations

Applied filters: All linked evaluations

Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: FLAREProtocol: MSAlign molecular retrieval NPLIB1: formula supplied, R@1: NPLIB1 retrieval with formula supplied
Dataset subset: NPLIB1, formula supplied candidate pool (MSAlign molecular retrieval split)
19.6% Top-1 accuracy (retrieval)
percent · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

FLARE on MSAlign molecular retrieval NPLIB1: formula supplied, R@1: NPLIB1 retrieval with formula supplied

Section 5.1 candidate retrieval: 256 mass-matched PubChem candidates per spectrum without formula; formula-conditioned methods can exploit true formula and MSAlign+Filter reduces the pool to about 100. Preserve the named source split; exact original split hashes remain unextracted.

Aggregation: Not reported

msalign: Primary paper PDF · Table 3, NPLIB1, row R@1, column 10 (FLARE)
Configuration: FLAREProtocol: MSAlign molecular retrieval NPLIB1: formula supplied, R@20: NPLIB1 retrieval with formula supplied
Dataset subset: NPLIB1, formula supplied candidate pool (MSAlign molecular retrieval split)
76.6% Top-20 accuracy (retrieval)
percent · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

FLARE on MSAlign molecular retrieval NPLIB1: formula supplied, R@20: NPLIB1 retrieval with formula supplied

Section 5.1 candidate retrieval: 256 mass-matched PubChem candidates per spectrum without formula; formula-conditioned methods can exploit true formula and MSAlign+Filter reduces the pool to about 100. Preserve the named source split; exact original split hashes remain unextracted.

Aggregation: Not reported

msalign: Primary paper PDF · Table 3, NPLIB1, row R@20, column 10 (FLARE)
Configuration: FLAREProtocol: MSAlign molecular retrieval NPLIB1: formula supplied, R@5: NPLIB1 retrieval with formula supplied
Dataset subset: NPLIB1, formula supplied candidate pool (MSAlign molecular retrieval split)
50.8% Top-5 accuracy (retrieval)
percent · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

FLARE on MSAlign molecular retrieval NPLIB1: formula supplied, R@5: NPLIB1 retrieval with formula supplied

Section 5.1 candidate retrieval: 256 mass-matched PubChem candidates per spectrum without formula; formula-conditioned methods can exploit true formula and MSAlign+Filter reduces the pool to about 100. Preserve the named source split; exact original split hashes remain unextracted.

Aggregation: Not reported

msalign: Primary paper PDF · Table 3, NPLIB1, row R@5, column 10 (FLARE)
Configuration: MISTProtocol: MSAlign molecular retrieval NPLIB1: formula supplied, R@1: NPLIB1 retrieval with formula supplied
Dataset subset: NPLIB1, formula supplied candidate pool (MSAlign molecular retrieval split)
27.2% Top-1 accuracy (retrieval)
percent · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

MIST on MSAlign molecular retrieval NPLIB1: formula supplied, R@1: NPLIB1 retrieval with formula supplied

Section 5.1 candidate retrieval: 256 mass-matched PubChem candidates per spectrum without formula; formula-conditioned methods can exploit true formula and MSAlign+Filter reduces the pool to about 100. Preserve the named source split; exact original split hashes remain unextracted.

Aggregation: Not reported

msalign: Primary paper PDF · Table 3, NPLIB1, row R@1, column 9 (MIST)
Configuration: MISTProtocol: MSAlign molecular retrieval NPLIB1: formula supplied, R@20: NPLIB1 retrieval with formula supplied
Dataset subset: NPLIB1, formula supplied candidate pool (MSAlign molecular retrieval split)
73.8% Top-20 accuracy (retrieval)
percent · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

MIST on MSAlign molecular retrieval NPLIB1: formula supplied, R@20: NPLIB1 retrieval with formula supplied

Section 5.1 candidate retrieval: 256 mass-matched PubChem candidates per spectrum without formula; formula-conditioned methods can exploit true formula and MSAlign+Filter reduces the pool to about 100. Preserve the named source split; exact original split hashes remain unextracted.

Aggregation: Not reported

msalign: Primary paper PDF · Table 3, NPLIB1, row R@20, column 9 (MIST)
Configuration: MISTProtocol: MSAlign molecular retrieval NPLIB1: formula supplied, R@5: NPLIB1 retrieval with formula supplied
Dataset subset: NPLIB1, formula supplied candidate pool (MSAlign molecular retrieval split)
52% Top-5 accuracy (retrieval)
percent · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

MIST on MSAlign molecular retrieval NPLIB1: formula supplied, R@5: NPLIB1 retrieval with formula supplied

Section 5.1 candidate retrieval: 256 mass-matched PubChem candidates per spectrum without formula; formula-conditioned methods can exploit true formula and MSAlign+Filter reduces the pool to about 100. Preserve the named source split; exact original split hashes remain unextracted.

Aggregation: Not reported

msalign: Primary paper PDF · Table 3, NPLIB1, row R@5, column 9 (MIST)
Configuration: MSAlign (+Filter)Protocol: MSAlign molecular retrieval NPLIB1: formula supplied, R@1: NPLIB1 retrieval with formula supplied
Dataset subset: NPLIB1, formula supplied candidate pool (MSAlign molecular retrieval split)
34.7% Top-1 accuracy (retrieval)
percent · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

MSAlign (+Filter) on MSAlign molecular retrieval NPLIB1: formula supplied, R@1: NPLIB1 retrieval with formula supplied

Section 5.1 candidate retrieval: 256 mass-matched PubChem candidates per spectrum without formula; formula-conditioned methods can exploit true formula and MSAlign+Filter reduces the pool to about 100. Preserve the named source split; exact original split hashes remain unextracted.

Aggregation: Not reported

msalign: Primary paper PDF · Table 3, NPLIB1, row R@1, column 11 (MSAlign (+Filter))
Configuration: MSAlign (+Filter)Protocol: MSAlign molecular retrieval NPLIB1: formula supplied, R@20: NPLIB1 retrieval with formula supplied
Dataset subset: NPLIB1, formula supplied candidate pool (MSAlign molecular retrieval split)
87.9% Top-20 accuracy (retrieval)
percent · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

MSAlign (+Filter) on MSAlign molecular retrieval NPLIB1: formula supplied, R@20: NPLIB1 retrieval with formula supplied

Section 5.1 candidate retrieval: 256 mass-matched PubChem candidates per spectrum without formula; formula-conditioned methods can exploit true formula and MSAlign+Filter reduces the pool to about 100. Preserve the named source split; exact original split hashes remain unextracted.

Aggregation: Not reported

msalign: Primary paper PDF · Table 3, NPLIB1, row R@20, column 11 (MSAlign (+Filter))
Configuration: MSAlign (+Filter)Protocol: MSAlign molecular retrieval NPLIB1: formula supplied, R@5: NPLIB1 retrieval with formula supplied
Dataset subset: NPLIB1, formula supplied candidate pool (MSAlign molecular retrieval split)
64.7% Top-5 accuracy (retrieval)
percent · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

MSAlign (+Filter) on MSAlign molecular retrieval NPLIB1: formula supplied, R@5: NPLIB1 retrieval with formula supplied

Section 5.1 candidate retrieval: 256 mass-matched PubChem candidates per spectrum without formula; formula-conditioned methods can exploit true formula and MSAlign+Filter reduces the pool to about 100. Preserve the named source split; exact original split hashes remain unextracted.

Aggregation: Not reported

msalign: Primary paper PDF · Table 3, NPLIB1, row R@5, column 11 (MSAlign (+Filter))

Source checking is not independent reproduction. Release 2026-11-02-a7f03c9e55a5.

Research readiness

0 of 4 readiness checks met. These checks assess whether the evidence supports a reproducible investigation; a source-checked score alone does not meet them.

Readiness checks, gaps and artifacts

Release 2026-11-02-a7f03c9e55a5 · Evidence verified: Not verified

Evidence incomplete

Replay metrics

Exact outcomes, predictions, identifiers and evaluator are connected.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • Metrics are recomputed from the saved predictions: not yet verified

Verified: Not verified

Evidence incomplete

Investigate discrepancies

Replay evidence includes annotations and an assessment of dependence. Unknown independence permits descriptive analysis only.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • Metrics are recomputed from the saved predictions: not yet verified
  • Sample annotations are recorded: not yet verified
  • Dependence between samples is assessed: not yet verified

Verified: Not verified

Evidence incomplete

Run locally

A pinned recipe describes the inputs, environment and resource requirements.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • A pinned run recipe exists: not yet verified
  • Compute requirements are estimated: not yet verified

Verified: Not verified

Evidence incomplete

Validate independently

Separate data and exposure records support an independent test.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • Independent validation data exist: not yet verified
  • Overlap with training data is checked: not yet verified

Verified: Not verified

Readiness describes the evidence in this release. Availability on your computer is checked separately when an investigation runs. Existing data exposure can prevent independent validation even when files are available.

Artifacts and reproduction

No verified artifact manifest is connected to this record yet. The gaps above identify what is needed before analysis can begin.

Subset and evaluation context

This record describes a particular subset or cohort used in an evaluation. Its results do not describe the full dataset.

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.

2 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-11-02-a7f03c9e55a5
Property and statementOriginal source and locationReview and provenance
Description
Dataset subset reported in MSAlign v1: Table 3. Exact split manifest remains unextracted; source-table identity is retained.
Context-only references
msalign: Primary paper PDF

Original source ↗

No field-specific location recorded

Version: 2605.19752v1
Retrieved: 2026-09-16T20:04:04.777728+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: description

Source artifact SHA-256: 7395a55141ee7916741b7d9e6d4f42a1d3a03217a36ce6824ac3ff48afd4f26f

Hash scope: SHA-256 of retrieved original artifact bytes

Format: original_artifact

Inspected artifact

Name
NPLIB1, formula supplied candidate pool (MSAlign molecular retrieval split)
Context-only references
msalign: Primary paper PDF

Original source ↗

No field-specific location recorded

Version: 2605.19752v1
Retrieved: 2026-09-16T20:04:04.777728+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: name

Source artifact SHA-256: 7395a55141ee7916741b7d9e6d4f42a1d3a03217a36ce6824ac3ff48afd4f26f

Hash scope: SHA-256 of retrieved original artifact bytes

Format: original_artifact

Inspected artifact

Sources and history

Release 2026-11-02-a7f03c9e55a5 · Record review: source checked

1 source record and release historyDownload this release (gzip)
Technical metadata and extraction receipts

Stable ID: msalign-2026-table3-dataset-nplib1-formula-supplied-candidate-pool

areas
metabolomics
missing metadata
url: reason: unextracted; version: reason: unreported
Related records

Suggest a correction