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FUSILLI on nanopore cDNA reads (Lin et al. 2026)

FUSILLI as run in the cited comparison.

2 evaluations · 8 results

Overview

FUSILLI 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

2 evaluations · 8 results. Different protocols are not a single leaderboard.

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Applied filters: All linked evaluations

Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: FUSILLI on nanopore cDNA reads (Lin et al. 2026)Protocol: Paediatric B-ALL nanopore WTS, high-depth cohort, dominant-fusion classification (Lin et al. 2026 Table 3)
Dataset: Paediatric B-ALL nanopore PCR-cDNA whole-transcriptome sequencing (UNC, St Jude, ECOG-ACRIN)
0.86 f1-score
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

FUSILLI on paediatric B-ALL nanopore WTS, high-depth (Lin et al. 2026)

rna-fusion-20261009-protocol-lin2026-high-depth

Aggregation: Not reported

Long-Read Whole-Transcriptome Sequencing and Selective Gene Panel Profiling Enable Sensitive Detection of Fusion Oncogenes in Pediatric B-Cell Acute Lymphoblastic Leukemia · Table 3, row 'FUSILLI', column 'F1'
Configuration: FUSILLI on nanopore cDNA reads (Lin et al. 2026)Protocol: Paediatric B-ALL nanopore WTS, high-depth cohort, dominant-fusion classification (Lin et al. 2026 Table 3)
Dataset: Paediatric B-ALL nanopore PCR-cDNA whole-transcriptome sequencing (UNC, St Jude, ECOG-ACRIN)
0.92 precision
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

FUSILLI on paediatric B-ALL nanopore WTS, high-depth (Lin et al. 2026)

rna-fusion-20261009-protocol-lin2026-high-depth

Aggregation: Not reported

Long-Read Whole-Transcriptome Sequencing and Selective Gene Panel Profiling Enable Sensitive Detection of Fusion Oncogenes in Pediatric B-Cell Acute Lymphoblastic Leukemia · Table 3, row 'FUSILLI', column 'Precision'
Configuration: FUSILLI on nanopore cDNA reads (Lin et al. 2026)Protocol: Paediatric B-ALL nanopore WTS, high-depth cohort, dominant-fusion classification (Lin et al. 2026 Table 3)
Dataset: Paediatric B-ALL nanopore PCR-cDNA whole-transcriptome sequencing (UNC, St Jude, ECOG-ACRIN)
0.81 recall
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

FUSILLI on paediatric B-ALL nanopore WTS, high-depth (Lin et al. 2026)

rna-fusion-20261009-protocol-lin2026-high-depth

Aggregation: Not reported

Long-Read Whole-Transcriptome Sequencing and Selective Gene Panel Profiling Enable Sensitive Detection of Fusion Oncogenes in Pediatric B-Cell Acute Lymphoblastic Leukemia · Table 3, row 'FUSILLI', column 'Sensitivity (recall)'
Configuration: FUSILLI on nanopore cDNA reads (Lin et al. 2026)Protocol: Paediatric B-ALL nanopore WTS, high-depth cohort, dominant-fusion classification (Lin et al. 2026 Table 3)
Dataset: Paediatric B-ALL nanopore PCR-cDNA whole-transcriptome sequencing (UNC, St Jude, ECOG-ACRIN)
0.92 specificity
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

FUSILLI on paediatric B-ALL nanopore WTS, high-depth (Lin et al. 2026)

rna-fusion-20261009-protocol-lin2026-high-depth

Aggregation: Not reported

Long-Read Whole-Transcriptome Sequencing and Selective Gene Panel Profiling Enable Sensitive Detection of Fusion Oncogenes in Pediatric B-Cell Acute Lymphoblastic Leukemia · Table 3, row 'FUSILLI', column 'Specificity'
Configuration: FUSILLI on nanopore cDNA reads (Lin et al. 2026)Protocol: Paediatric B-ALL nanopore WTS, low-depth cohort, dominant-fusion classification (Lin et al. 2026 Table 6)
Dataset: Paediatric B-ALL nanopore PCR-cDNA whole-transcriptome sequencing (UNC, St Jude, ECOG-ACRIN)
0.42 f1-score
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

FUSILLI on paediatric B-ALL nanopore WTS, low-depth (Lin et al. 2026)

rna-fusion-20261009-protocol-lin2026-low-depth

Aggregation: Not reported

Long-Read Whole-Transcriptome Sequencing and Selective Gene Panel Profiling Enable Sensitive Detection of Fusion Oncogenes in Pediatric B-Cell Acute Lymphoblastic Leukemia · Table 6, row 'FUSILLI', column 'F1'
Configuration: FUSILLI on nanopore cDNA reads (Lin et al. 2026)Protocol: Paediatric B-ALL nanopore WTS, low-depth cohort, dominant-fusion classification (Lin et al. 2026 Table 6)
Dataset: Paediatric B-ALL nanopore PCR-cDNA whole-transcriptome sequencing (UNC, St Jude, ECOG-ACRIN)
0.92 precision
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

FUSILLI on paediatric B-ALL nanopore WTS, low-depth (Lin et al. 2026)

rna-fusion-20261009-protocol-lin2026-low-depth

Aggregation: Not reported

Long-Read Whole-Transcriptome Sequencing and Selective Gene Panel Profiling Enable Sensitive Detection of Fusion Oncogenes in Pediatric B-Cell Acute Lymphoblastic Leukemia · Table 6, row 'FUSILLI', column 'Precision'
Configuration: FUSILLI on nanopore cDNA reads (Lin et al. 2026)Protocol: Paediatric B-ALL nanopore WTS, low-depth cohort, dominant-fusion classification (Lin et al. 2026 Table 6)
Dataset: Paediatric B-ALL nanopore PCR-cDNA whole-transcriptome sequencing (UNC, St Jude, ECOG-ACRIN)
0.27 recall
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

FUSILLI on paediatric B-ALL nanopore WTS, low-depth (Lin et al. 2026)

rna-fusion-20261009-protocol-lin2026-low-depth

Aggregation: Not reported

Long-Read Whole-Transcriptome Sequencing and Selective Gene Panel Profiling Enable Sensitive Detection of Fusion Oncogenes in Pediatric B-Cell Acute Lymphoblastic Leukemia · Table 6, row 'FUSILLI', column 'Sensitivity (recall)'
Configuration: FUSILLI on nanopore cDNA reads (Lin et al. 2026)Protocol: Paediatric B-ALL nanopore WTS, low-depth cohort, dominant-fusion classification (Lin et al. 2026 Table 6)
Dataset: Paediatric B-ALL nanopore PCR-cDNA whole-transcriptome sequencing (UNC, St Jude, ECOG-ACRIN)
0.95 specificity
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

FUSILLI on paediatric B-ALL nanopore WTS, low-depth (Lin et al. 2026)

rna-fusion-20261009-protocol-lin2026-low-depth

Aggregation: Not reported

Long-Read Whole-Transcriptome Sequencing and Selective Gene Panel Profiling Enable Sensitive Detection of Fusion Oncogenes in Pediatric B-Cell Acute Lymphoblastic Leukemia · Table 6, row 'FUSILLI', column 'Specificity'

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Release 2026-10-09-ba02f2f4a36e · Record review: source checked

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Technical metadata and extraction receipts

Stable ID: rna-fusion-20261009-config-lin2026-fusilli

areas
rna-transcriptomes
contexts
clinical_research
method types
conventional_pipeline
reported name
FUSILLI
foundation model eligible
false
protocol
Authors' tool; minimap2 PAF and B-ALL gene BED; at least two supporting reads
source locator
Materials and Methods 'FUSILLI' and 'Data Preprocessing'
missing metadata
version: reason: unreported; note: No release number printed; installation source and access dates only
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