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Benchmarks
Malware Detection on Pickle-based malware detection files (real-world scanning)
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0.016
Average Runtime (ms)
CatBoost
-560.00016
3,220.10892
7,000.218
10,780.32708
Feb 23, 2026
Average Runtime (ms)
Updated 4d ago
Evaluation Results
Method
Method
Links
Average Runtime (ms)
CatBoost
Category=SafePickle
2026.02
0.016
Autoencoder
Category=SafePickle
2026.02
0.019
RandomForest
Category=SafePickle
2026.02
0.912
Fickling
Category=SOTA Scanners
2026.02
44.4
PickleScan
Category=SOTA Scanners
2026.02
167.8
ModelScan
Category=SOTA Scanners
2026.02
2,776.8
VirusTotal
Category=SOTA Scanners
2026.02
3,081.9
ClamAV
Category=SOTA Scanners
2026.02
11,875.6
PickleBall
Category=SOTA Scanners
2026.02
14,000.42
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