rewirebio.iobenchmarks
Configuration

Wham v1.7.0 (Nardone et al.)

Wham as run in the cited comparison.

1 evaluation · 24 results

Overview

Wham as run in the cited comparison.

Consult the linked sources for architecture or protocol details. Missing evidence is not evidence of a missing capability.

Evaluations and results

1 evaluation · 24 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: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
0.0138 f1-score
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, I54; Method Wham; Interval 100-499; column F1Score
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
0.411 f1-score
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, I56; Method Wham; Interval 1000-4999; column F1Score
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
0.5 f1-score
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, I58; Method Wham; Interval 10000-19999; column F1Score
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
0 f1-score
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, I53; Method Wham; Interval 50-99; column F1Score
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
0.344 f1-score
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, I55; Method Wham; Interval 500-999; column F1Score
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
0.388 f1-score
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, I57; Method Wham; Interval 5000-9999; column F1Score
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
0.0886 f1-score
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, I60; Method Wham; Interval ALL; column F1Score
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
0.435 f1-score
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, I59; Method Wham; Interval >20000; column F1Score
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
0.75 precision
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, G54; Method Wham; Interval 100-499; column Precision
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
0.947 precision
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, G56; Method Wham; Interval 1000-4999; column Precision
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
1 precision
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, G58; Method Wham; Interval 10000-19999; column Precision
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
0 precision
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, G53; Method Wham; Interval 50-99; column Precision
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
1 precision
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, G55; Method Wham; Interval 500-999; column Precision
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
1 precision
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, G57; Method Wham; Interval 5000-9999; column Precision
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
0.882 precision
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, G60; Method Wham; Interval ALL; column Precision
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
0.5 precision
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, G59; Method Wham; Interval >20000; column Precision
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
0.007 recall
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, H54; Method Wham; Interval 100-499; column Recall
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
0.263 recall
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, H56; Method Wham; Interval 1000-4999; column Recall
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
0.333 recall
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, H58; Method Wham; Interval 10000-19999; column Recall
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
0.0007 recall
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, H53; Method Wham; Interval 50-99; column Recall
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
0.208 recall
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, H55; Method Wham; Interval 500-999; column Recall
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
0.24 recall
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, H57; Method Wham; Interval 5000-9999; column Recall
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
0.0466 recall
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, H60; Method Wham; Interval ALL; column Recall
Configuration: Wham v1.7.0 (Nardone et al.)Protocol: HG002 short-read deletion calling by length bin, witty.er (Nardone et al. Table S1)
Dataset: HG002 GIAB SV v0.6 Tier 1 deletions lifted to GRCh38 (5,414)
0.385 recall
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Wham on HG002 deletions (Nardone et al.)

cnv-20261009-protocol-nardone2025-hg002-del-wittyer

Aggregation: Not reported

A Hitchhiker Guide to Structural Variant Calling: A Comprehensive Benchmark Through Different Sequencing Technologies; Nardone et al. 2025, Table S1 (ten short-read SV callers on HG002) · TableS1.xlsx, H59; Method Wham; Interval >20000; column Recall

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Claims, original sources and review scope · Release 2026-10-09-8eac2440869c
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Release 2026-10-09-8eac2440869c · Record review: source checked

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Technical metadata and extraction receipts

Stable ID: cnv-20261009-config-nardone2025-wham

areas
dna-genomes
contexts
clinical_research
method types
conventional_pipeline
reported name
Wham
version
v1.7.0
protocol
Default parameters
foundation model eligible
false
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