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Evaluation

Vamb fa045c0 (J1) · CAMI II marine genome binning; pooled short-read gold-standard assembly; circular elements excluded · marmgCAMI2_short_read_pooled_gold_standard_assembly

CAMI II marine genome binning; pooled short-read gold-standard assembly; circular elements excluded; marmgCAMI2_short_read_pooled_gold_standard_assembly. Source checked, not independently reproduced.

Evaluation results

Release 2026-09-19-eb6149e5d766 · 1 evaluation · 16 metric rows. Different protocols are not a single leaderboard. Charts retain each source table’s protocol and dataset.

Results grouped by the exact reported evaluation
Metric and findingCoverage and uncertaintyEvidence
Vamb fa045c0 (J1) · CAMI II marine genome binning; pooled short-read gold-standard assembly; circular elements excluded · marmgCAMI2_short_read_pooled_gold_standard_assembly

CAMI II marine genome binning; pooled short-read gold-standard assembly; circular elements excluded

Independent external evaluation · Evaluation metadata: discovered

0.5560185796381223 Average completeness (bp)

Unit: fraction · Direction: higher

Aggregation: source aggregate over pooled assembly, not sample averaging

Uncertainty: kind: standard error; printed value: 0.015359501805006384; source column: Std error of av. completeness (bp)

Scored: Not reported · Eligible: Not reported

source checkedCAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca · line 17; Tool=Vamb fa045c0 (J1); column Average completeness (bp)

Source checking is not independent reproduction.

0.0888337854916914 Accuracy (seq)

Unit: fraction · Direction: higher

Aggregation: source aggregate over pooled assembly, not sample averaging

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedCAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca · line 17; Tool=Vamb fa045c0 (J1); column Accuracy (seq)

Source checking is not independent reproduction.

0.8845199874095058 Purity (seq)

Unit: fraction · Direction: higher

Aggregation: source aggregate over pooled assembly, not sample averaging

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedCAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca · line 17; Tool=Vamb fa045c0 (J1); column Purity (seq)

Source checking is not independent reproduction.

0.8843398221856389 Purity (bp)

Unit: fraction · Direction: higher

Aggregation: source aggregate over pooled assembly, not sample averaging

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedCAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca · line 17; Tool=Vamb fa045c0 (J1); column Purity (bp)

Source checking is not independent reproduction.

0.996300961460124 Average purity (seq)

Unit: fraction · Direction: higher

Aggregation: source aggregate over pooled assembly, not sample averaging

Uncertainty: kind: standard error; printed value: 0.00023827262448329302; source column: Std error of av. purity (seq)

Scored: Not reported · Eligible: Not reported

source checkedCAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca · line 17; Tool=Vamb fa045c0 (J1); column Average purity (seq)

Source checking is not independent reproduction.

0.6094059653942256 F1 score (seq)

Unit: fraction · Direction: higher

Aggregation: source aggregate over pooled assembly, not sample averaging

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedCAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca · line 17; Tool=Vamb fa045c0 (J1); column F1 score (seq)

Source checking is not independent reproduction.

0.1009962867340876 Percentage of binned sequences

Unit: fraction · Direction: higher

Aggregation: source aggregate over pooled assembly, not sample averaging

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedCAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca · line 17; Tool=Vamb fa045c0 (J1); column Percentage of binned sequences

Source checking is not independent reproduction.

0.6144310630063086 Completeness (bp)

Unit: fraction · Direction: higher

Aggregation: source aggregate over pooled assembly, not sample averaging

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedCAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca · line 17; Tool=Vamb fa045c0 (J1); column Completeness (bp)

Source checking is not independent reproduction.

0.7138924549010716 F1 score (bp)

Unit: fraction · Direction: higher

Aggregation: source aggregate over pooled assembly, not sample averaging

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedCAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca · line 17; Tool=Vamb fa045c0 (J1); column F1 score (bp)

Source checking is not independent reproduction.

0.7023375704884746 Percentage of binned bp

Unit: fraction · Direction: higher

Aggregation: source aggregate over pooled assembly, not sample averaging

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedCAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca · line 17; Tool=Vamb fa045c0 (J1); column Percentage of binned bp

Source checking is not independent reproduction.

0.7436745265597888 Adjusted Rand index (bp)

Unit: dimensionless · Direction: higher

Aggregation: source aggregate over pooled assembly, not sample averaging

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedCAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca · line 17; Tool=Vamb fa045c0 (J1); column Adjusted Rand index (bp)

Source checking is not independent reproduction.

0.43894846998233766 Average completeness (seq)

Unit: fraction · Direction: higher

Aggregation: source aggregate over pooled assembly, not sample averaging

Uncertainty: kind: standard error; printed value: 0.014461960662546977; source column: Std error of av. completeness (seq)

Scored: Not reported · Eligible: Not reported

source checkedCAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca · line 17; Tool=Vamb fa045c0 (J1); column Average completeness (seq)

Source checking is not independent reproduction.

0.6657553926995079 Adjusted Rand index (seq)

Unit: dimensionless · Direction: higher

Aggregation: source aggregate over pooled assembly, not sample averaging

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedCAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca · line 17; Tool=Vamb fa045c0 (J1); column Adjusted Rand index (seq)

Source checking is not independent reproduction.

0.06761132041831655 Completeness (seq)

Unit: fraction · Direction: higher

Aggregation: source aggregate over pooled assembly, not sample averaging

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedCAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca · line 17; Tool=Vamb fa045c0 (J1); column Completeness (seq)

Source checking is not independent reproduction.

0.9969678471835975 Average purity (bp)

Unit: fraction · Direction: higher

Aggregation: source aggregate over pooled assembly, not sample averaging

Uncertainty: kind: standard error; printed value: 0.00019932495179764462; source column: Std error of av. purity (bp)

Scored: Not reported · Eligible: Not reported

source checkedCAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca · line 17; Tool=Vamb fa045c0 (J1); column Average purity (bp)

Source checking is not independent reproduction.

0.6209479883720791 Accuracy (bp)

Unit: fraction · Direction: higher

Aggregation: source aggregate over pooled assembly, not sample averaging

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedCAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca · line 17; Tool=Vamb fa045c0 (J1); column Accuracy (bp)

Source checking is not independent reproduction.

Methods and reproduction

CAMI II marine genome binning; pooled short-read gold-standard assembly; circular elements excluded; marmgCAMI2_short_read_pooled_gold_standard_assembly. Source checked, not independently reproduced.

configuration
Vamb fa045c0 (J1)
protocol
CAMI II marine genome binning; pooled short-read gold-standard assembly; circular elements excluded · marmgCAMI2_short_read_pooled_gold_standard_assembly
dataset subset
marmgCAMI2_short_read_pooled_gold_standard_assembly
Split
marmgCAMI2_short_read_pooled_gold_standard_assembly
Adaptation
unreported
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.

Evaluation procedure

CAMI II marine genome binning; pooled short-read gold-standard assembly; circular elements excluded

Configuration
Vamb fa045c0 (J1)
Protocol
CAMI II marine genome binning; pooled short-read gold-standard assembly; circular elements excluded · marmgCAMI2_short_read_pooled_gold_standard_assembly
Dataset subset
marmgCAMI2_short_read_pooled_gold_standard_assembly
origin
Independent external evaluation
configuration
Not reported
protocol id
acquired-protocol-f443b5fdaee9129f2b7a
dataset version
501b543f65d62e5c1d6c3813be0badcac5e079ca
split
marmgCAMI2_short_read_pooled_gold_standard_assembly
population
marmgCAMI2_short_read_pooled_gold_standard_assembly
inputs
unreported
adaptation
unreported
aggregation
metric-specific; inspect each result

Metadata review: discovered. Unreported conditions prevent automatic comparisons.

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.

22 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-19-eb6149e5d766
Property and statementOriginal source and locationReview and provenance
attributes.comparison.adaptation

unreported

Context-only references
CAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca

Original source ↗

line 17; Tool=Vamb fa045c0 (J1); column Accuracy (bp)

Version: 501b543f65d62e5c1d6c3813be0badcac5e079ca
Retrieved: 2026-09-19

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.adaptation

Source artifact SHA-256: f08245658a243f36caedcfb1faebed1ca14dcc33a71f148981f634bc43e8f8a0

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

attributes.comparison.aggregation

metric-specific; inspect each result

Context-only references
CAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca

Original source ↗

line 17; Tool=Vamb fa045c0 (J1); column Accuracy (bp)

Version: 501b543f65d62e5c1d6c3813be0badcac5e079ca
Retrieved: 2026-09-19

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.aggregation

Source artifact SHA-256: f08245658a243f36caedcfb1faebed1ca14dcc33a71f148981f634bc43e8f8a0

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

attributes.comparison.dataset_version

501b543f65d62e5c1d6c3813be0badcac5e079ca

Context-only references
CAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca

Original source ↗

line 17; Tool=Vamb fa045c0 (J1); column Accuracy (bp)

Version: 501b543f65d62e5c1d6c3813be0badcac5e079ca
Retrieved: 2026-09-19

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.dataset_version

Source artifact SHA-256: f08245658a243f36caedcfb1faebed1ca14dcc33a71f148981f634bc43e8f8a0

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

attributes.comparison.inputs

unreported

Context-only references
CAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca

Original source ↗

line 17; Tool=Vamb fa045c0 (J1); column Accuracy (bp)

Version: 501b543f65d62e5c1d6c3813be0badcac5e079ca
Retrieved: 2026-09-19

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.inputs

Source artifact SHA-256: f08245658a243f36caedcfb1faebed1ca14dcc33a71f148981f634bc43e8f8a0

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

attributes.comparison.population

marmgCAMI2_short_read_pooled_gold_standard_assembly

Context-only references
CAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca

Original source ↗

line 17; Tool=Vamb fa045c0 (J1); column Accuracy (bp)

Version: 501b543f65d62e5c1d6c3813be0badcac5e079ca
Retrieved: 2026-09-19

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.population

Source artifact SHA-256: f08245658a243f36caedcfb1faebed1ca14dcc33a71f148981f634bc43e8f8a0

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

attributes.comparison.protocol_id

acquired-protocol-f443b5fdaee9129f2b7a

Context-only references
CAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca

Original source ↗

line 17; Tool=Vamb fa045c0 (J1); column Accuracy (bp)

Version: 501b543f65d62e5c1d6c3813be0badcac5e079ca
Retrieved: 2026-09-19

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.protocol_id

Source artifact SHA-256: f08245658a243f36caedcfb1faebed1ca14dcc33a71f148981f634bc43e8f8a0

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

attributes.comparison.split

marmgCAMI2_short_read_pooled_gold_standard_assembly

Context-only references
CAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca

Original source ↗

line 17; Tool=Vamb fa045c0 (J1); column Accuracy (bp)

Version: 501b543f65d62e5c1d6c3813be0badcac5e079ca
Retrieved: 2026-09-19

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.split

Source artifact SHA-256: f08245658a243f36caedcfb1faebed1ca14dcc33a71f148981f634bc43e8f8a0

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

attributes.conditions.binning_type

genome

Context-only references
CAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca

Original source ↗

line 17; Tool=Vamb fa045c0 (J1); column Accuracy (bp)

Version: 501b543f65d62e5c1d6c3813be0badcac5e079ca
Retrieved: 2026-09-19

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.conditions.binning_type

Source artifact SHA-256: f08245658a243f36caedcfb1faebed1ca14dcc33a71f148981f634bc43e8f8a0

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

attributes.conditions.circular_elements

excluded by -k circular element

Context-only references
CAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca

Original source ↗

line 17; Tool=Vamb fa045c0 (J1); column Accuracy (bp)

Version: 501b543f65d62e5c1d6c3813be0badcac5e079ca
Retrieved: 2026-09-19

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.conditions.circular_elements

Source artifact SHA-256: f08245658a243f36caedcfb1faebed1ca14dcc33a71f148981f634bc43e8f8a0

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

attributes.conditions.edition

CAMI II

Context-only references
CAMI: 501b543f65d62e5c1d6c3813be0badcac5e079ca

Original source ↗

line 17; Tool=Vamb fa045c0 (J1); column Accuracy (bp)

Version: 501b543f65d62e5c1d6c3813be0badcac5e079ca
Retrieved: 2026-09-19

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.conditions.edition

Source artifact SHA-256: f08245658a243f36caedcfb1faebed1ca14dcc33a71f148981f634bc43e8f8a0

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

Sources and history

View linked audit checks and correction history

Release 2026-09-19-eb6149e5d766 · Record review: discovered

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

Stable ID: acquired-evaluation-a2cfc53a534549ea7ca6

origin
independent_paper
protocol
CAMI II marine genome binning; pooled short-read gold-standard assembly; circular elements excluded
source locator
line 17; Tool=Vamb fa045c0 (J1); column Accuracy (bp)
conditions
edition: CAMI II; evaluator: AMBER; binning type: genome; rank: NA; circular elements: excluded by -k circular element; input: pooled short-read gold-standard assembly; gold standard reference: false
comparison
protocol id: acquired-protocol-f443b5fdaee9129f2b7a; dataset version: 501b543f65d62e5c1d6c3813be0badcac5e079ca; split: marmgCAMI2_short_read_pooled_gold_standard_assembly; population: marmgCAMI2_short_read_pooled_gold_standard_assembly; inputs: unreported; adaptation: unreported; aggregation: metric-specific; inspect each result
missing metadata
checkpoint revision: unreported; scored count: unreported
Related records

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