rewire.itbenchmarks
Evaluation

Lemur + Magnet: Species profiling on Dilthey2019 simulated long reads

Species-level recall/precision/F 1. MetaMaps results copied from original manuscript; other tool versions reported in Methods. 200,114 reads;96 strain design,94 strains with RefSeq species representatives; average read 4,997 bp.

Research readiness

These checks assess whether the evidence supports a reproducible investigation. A source-checked score alone does not meet these requirements.

Release 2026-09-29-06401fd5b220 · 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.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • metric replay: verification is missing

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.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • metric replay: verification is missing
  • annotations: verification is missing
  • dependence: verification is missing

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.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • recipe pinned: verification is missing
  • resource estimate: verification is missing

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.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • independent validation: verification is missing
  • overlap checked: verification is missing

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.

Read reviewed discrepancy investigations

Evaluation results

1 evaluation · 3 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: Lemur + MagnetProtocol: Species profiling on Dilthey2019 simulated long reads (Long-read taxonomic profiling)
Dataset: Species profiling on Dilthey2019 simulated long reads
0.95 Precision
fraction · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

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

Lemur + Magnet: Species profiling on Dilthey2019 simulated long reads

Species-level recall/precision/F 1. MetaMaps results copied from original manuscript; other tool versions reported in Methods. 200,114 reads;96 strain design,94 strains with RefSeq species representatives; average read 4,997 bp.

Aggregation: Not reported

Lightweight taxonomic profiling of long-read metagenomic datasets with Lemur and Magnet · Table 1:, row Lemur + Magnet, column Precision; XML row3 column3
Configuration: Lemur + MagnetProtocol: Species profiling on Dilthey2019 simulated long reads (Long-read taxonomic profiling)
Dataset: Species profiling on Dilthey2019 simulated long reads
0.938 F1 score
fraction · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

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

Lemur + Magnet: Species profiling on Dilthey2019 simulated long reads

Species-level recall/precision/F 1. MetaMaps results copied from original manuscript; other tool versions reported in Methods. 200,114 reads;96 strain design,94 strains with RefSeq species representatives; average read 4,997 bp.

Aggregation: Not reported

Lightweight taxonomic profiling of long-read metagenomic datasets with Lemur and Magnet · Table 1:, row Lemur + Magnet, column F1 score; XML row3 column4
Configuration: Lemur + MagnetProtocol: Species profiling on Dilthey2019 simulated long reads (Long-read taxonomic profiling)
Dataset: Species profiling on Dilthey2019 simulated long reads
0.927 Recall
fraction · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

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

Lemur + Magnet: Species profiling on Dilthey2019 simulated long reads

Species-level recall/precision/F 1. MetaMaps results copied from original manuscript; other tool versions reported in Methods. 200,114 reads;96 strain design,94 strains with RefSeq species representatives; average read 4,997 bp.

Aggregation: Not reported

Lightweight taxonomic profiling of long-read metagenomic datasets with Lemur and Magnet · Table 1:, row Lemur + Magnet, column Recall; XML row3 column2

Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.

Evaluation procedure

Species-level recall/precision/F 1. MetaMaps results copied from original manuscript; other tool versions reported in Methods. 200,114 reads;96 strain design,94 strains with RefSeq species representatives; average read 4,997 bp.

Configuration
Lemur + Magnet
Protocol
Species profiling on Dilthey2019 simulated long reads (Long-read taxonomic profiling)
Dataset
Species profiling on Dilthey2019 simulated long reads
origin
Author-reported evaluation
configuration
Paper-specific evaluated pipeline; exact checkpoint not inferred from label
protocol id
paper-protocol-1080592b8d6a8ce0bd
dataset version
Not reported
split
200,114 reads;96 strain design,94 strains with RefSeq species representatives; average read 4,997 bp.
subset
Species profiling on Dilthey2019 simulated long reads
population
Not reported
aggregation
Not reported
inputs
Not reported
adaptation
Paper-specific evaluated pipeline; exact checkpoint not inferred from label
budget
Not reported
metric implementation
Not reported

Metadata review: needs review. Unreported conditions prevent automatic comparisons.

Reproduction

Split
200,114 reads;96 strain design,94 strains with RefSeq species representatives; average read 4,997 bp.
Adaptation
Paper-specific evaluated pipeline; exact checkpoint not inferred from label
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.

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

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.

19 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statementOriginal source and locationReview and provenance
attributes.comparison.adaptation
Paper-specific evaluated pipeline; exact checkpoint not inferred from label
Context-only references
Lightweight taxonomic profiling of long-read metagenomic datasets with Lemur and Magnet

Original source ↗

Table 1:: Recall, Species profiling on Dilthey2019 simulated long reads

Version: PMC archival version PMC11185576.2
Retrieved: 2026-09-17T07:56:16.880151+00:00

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.adaptation

Source artifact SHA-256: 4afb9195da447916eb6f733816e3640741c7ade08ea8920d205c3be7b3cce27a

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.comparison.aggregation
Not reported
Context-only references
Lightweight taxonomic profiling of long-read metagenomic datasets with Lemur and Magnet

Original source ↗

Table 1:: Recall, Species profiling on Dilthey2019 simulated long reads

Version: PMC archival version PMC11185576.2
Retrieved: 2026-09-17T07:56:16.880151+00:00

missing or unspecified

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.aggregation

Source artifact SHA-256: 4afb9195da447916eb6f733816e3640741c7ade08ea8920d205c3be7b3cce27a

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.comparison.budget
Not reported
Context-only references
Lightweight taxonomic profiling of long-read metagenomic datasets with Lemur and Magnet

Original source ↗

Table 1:: Recall, Species profiling on Dilthey2019 simulated long reads

Version: PMC archival version PMC11185576.2
Retrieved: 2026-09-17T07:56:16.880151+00:00

missing or unspecified

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.budget

Source artifact SHA-256: 4afb9195da447916eb6f733816e3640741c7ade08ea8920d205c3be7b3cce27a

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.comparison.dataset_version
Not reported
Context-only references
Lightweight taxonomic profiling of long-read metagenomic datasets with Lemur and Magnet

Original source ↗

Table 1:: Recall, Species profiling on Dilthey2019 simulated long reads

Version: PMC archival version PMC11185576.2
Retrieved: 2026-09-17T07:56:16.880151+00:00

missing or unspecified

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.dataset_version

Source artifact SHA-256: 4afb9195da447916eb6f733816e3640741c7ade08ea8920d205c3be7b3cce27a

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.comparison.inputs
Not reported
Context-only references
Lightweight taxonomic profiling of long-read metagenomic datasets with Lemur and Magnet

Original source ↗

Table 1:: Recall, Species profiling on Dilthey2019 simulated long reads

Version: PMC archival version PMC11185576.2
Retrieved: 2026-09-17T07:56:16.880151+00:00

missing or unspecified

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.inputs

Source artifact SHA-256: 4afb9195da447916eb6f733816e3640741c7ade08ea8920d205c3be7b3cce27a

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.comparison.metric_implementation
Not reported
Context-only references
Lightweight taxonomic profiling of long-read metagenomic datasets with Lemur and Magnet

Original source ↗

Table 1:: Recall, Species profiling on Dilthey2019 simulated long reads

Version: PMC archival version PMC11185576.2
Retrieved: 2026-09-17T07:56:16.880151+00:00

missing or unspecified

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.metric_implementation

Source artifact SHA-256: 4afb9195da447916eb6f733816e3640741c7ade08ea8920d205c3be7b3cce27a

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.comparison.population
Not reported
Context-only references
Lightweight taxonomic profiling of long-read metagenomic datasets with Lemur and Magnet

Original source ↗

Table 1:: Recall, Species profiling on Dilthey2019 simulated long reads

Version: PMC archival version PMC11185576.2
Retrieved: 2026-09-17T07:56:16.880151+00:00

missing or unspecified

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.population

Source artifact SHA-256: 4afb9195da447916eb6f733816e3640741c7ade08ea8920d205c3be7b3cce27a

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.comparison.protocol_id
paper-protocol-1080592b8d6a8ce0bd
Context-only references
Lightweight taxonomic profiling of long-read metagenomic datasets with Lemur and Magnet

Original source ↗

Table 1:: Recall, Species profiling on Dilthey2019 simulated long reads

Version: PMC archival version PMC11185576.2
Retrieved: 2026-09-17T07:56:16.880151+00:00

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.protocol_id

Source artifact SHA-256: 4afb9195da447916eb6f733816e3640741c7ade08ea8920d205c3be7b3cce27a

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.comparison.split
200,114 reads;96 strain design,94 strains with RefSeq species representatives; average read 4,997 bp.
Context-only references
Lightweight taxonomic profiling of long-read metagenomic datasets with Lemur and Magnet

Original source ↗

Table 1:: Recall, Species profiling on Dilthey2019 simulated long reads

Version: PMC archival version PMC11185576.2
Retrieved: 2026-09-17T07:56:16.880151+00:00

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.split

Source artifact SHA-256: 4afb9195da447916eb6f733816e3640741c7ade08ea8920d205c3be7b3cce27a

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.comparison.subset
Species profiling on Dilthey2019 simulated long reads
Context-only references
Lightweight taxonomic profiling of long-read metagenomic datasets with Lemur and Magnet

Original source ↗

Table 1:: Recall, Species profiling on Dilthey2019 simulated long reads

Version: PMC archival version PMC11185576.2
Retrieved: 2026-09-17T07:56:16.880151+00:00

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.subset

Source artifact SHA-256: 4afb9195da447916eb6f733816e3640741c7ade08ea8920d205c3be7b3cce27a

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

Sources and history

View linked audit checks and correction history

Release 2026-09-29-06401fd5b220 · Record review: needs review

1 source records and release historyDownload this release
Technical metadata and extraction receipts

Stable ID: paper-evaluation-4b61cf721d80eb5671

areas
microbes-communities
tasks
Long-read taxonomic profiling
origin
author_reported
protocol
Species-level recall/precision/F 1. MetaMaps results copied from original manuscript; other tool versions reported in Methods. 200,114 reads;96 strain design,94 strains with RefSeq species representatives; average read 4,997 bp.
version
Paper-specific evaluated pipeline; exact checkpoint not inferred from label
comparison
protocol id: paper-protocol-1080592b8d6a8ce0bd; dataset version: Not reported; split: 200,114 reads;96 strain design,94 strains with RefSeq species representatives; average read 4,997 bp.; subset: Species profiling on Dilthey2019 simulated long reads; population: Not reported; aggregation: Not reported; inputs: Not reported; adaptation: Paper-specific evaluated pipeline; exact checkpoint not inferred from label; budget: Not reported; metric implementation: Not reported
source locator
Table 1:: Recall, Species profiling on Dilthey2019 simulated long reads
missing metadata
checkpoint revision: unextracted; budget: unreported; split manifest: unextracted
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