PyPI
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| SBOM Generation | PyPI dataset (51 Python applications) | Success Rate100 | 54 | |
| Malicious Package Detection | PyPI (test) | Precision96.1 | 17 | |
| Malicious Package Detection | PyPI (Extremely Large ≥700KB) | Accuracy96.33 | 12 | |
| Malicious Package Detection | PyPI (Extremely Small ≤1.57KB) | Accuracy95.96 | 12 | |
| Malicious Package Detection | PyPI Extensive Imports (test) | Accuracy95 | 12 | |
| Malicious Package Detection | PyPI Minimal Imports (test) | Accuracy96.6 | 12 | |
| Malicious Package Detection | PyPI | Accuracy99.5 | 8 | |
| Malicious Package Detection | PyPI NPM-trained (test) | Precision75.1 | 6 | |
| Vulnerability Detection | PyPI Top100 | Accuracy93.5 | 2 | |
| Package Size Evaluation | PyPI Linux x86_64 2025 | Metric- | 0 |
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