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Benchmarks
SBOM Generation on 51 real-world Python applications (deployment environments)
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100
Component Precision
MEM-SBOM
72.3568
79.5334
86.71
93.8866
Jun 22, 2026
Component Precision
MP Metric
Recall Precision
Validated Accuracy
Dependency Accuracy
Entity Accuracy
Global Completeness
Updated 1mo ago
Evaluation Results
Method
Method
Links
Component Precision
MP Metric
Recall Precision
Validated Accuracy
Dependency Accuracy
Entity Accuracy
Global Completeness
MEM-SBOM
2026.06
100
0
0
99.32
100
100
100
Syft
2026.06
94.81
0.9
4.29
99.96
73.81
71.76
62.24
CycloneDX-Python
2026.06
90.9
4.45
4.65
99.98
72.23
75.52
71.66
CDXGen
2026.06
76.55
17.69
5.76
52.11
48.05
54.89
49.63
PIP-SBOM
2026.06
73.42
21.96
4.61
65.22
27.9
34.15
20.09
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