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Evaluation

Lemur: 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.

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
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.

Evaluation results

Release 2026-09-17-d277315f7d76 · 1 evaluation · 3 metric rows. Different protocols are not a single leaderboard.

Results grouped by the exact reported evaluation
Metric and findingCoverage and uncertaintyEvidence
Lemur: 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.

Author-reported evaluation · Evaluation metadata: needs review

0.703 Precision

Unit: fraction · Direction: higher

Uncertainty: unreported

Scored: Not reported · Eligible: Not reported

source checkedLightweight taxonomic profiling of long-read metagenomic datasets with Lemur and Magnet · Table 1:, row Lemur, column Precision; XML row2 column3

Source checking is not independent reproduction.

0.808 F1 score

Unit: fraction · Direction: higher

Uncertainty: unreported

Scored: Not reported · Eligible: Not reported

source checkedLightweight taxonomic profiling of long-read metagenomic datasets with Lemur and Magnet · Table 1:, row Lemur, column F1 score; XML row2 column4

Source checking is not independent reproduction.

0.951 Recall

Unit: fraction · Direction: higher

Uncertainty: unreported

Scored: Not reported · Eligible: Not reported

source checkedLightweight taxonomic profiling of long-read metagenomic datasets with Lemur and Magnet · Table 1:, row Lemur, column Recall; XML row2 column2

Source checking is not independent reproduction.

Evidence table

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 2026-09-17-d277315f7d76
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

No value recorded

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

No value recorded

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

No value recorded

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

No value recorded

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

No value recorded

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

No value recorded

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

Release 2026-09-17-d277315f7d76 · Record review: needs review

Download this release
Technical metadata and extraction receipts

Stable ID: paper-evaluation-42cde439685749a74a

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
Related records

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