Decompiled Malware Classification (RetDec): leaderboard

Metric: Malicious-class F1 (%; 100 C programs, 50 benign utilities and 50 malware samples, compiled with gcc -O2 and stripped; the model reads the RetDec decompilation and returns a benign or malicious label after a brief rationale; mean of five runs at temperature 0.6). Source: arxiv.org. Saturation forecast: Around December 2026. 6 models tracked.

Top models

Interactive version: theaggregate.ai/benchmark?slug=decompiled-malware-classification-retdec · How It Works · Data refreshed daily, snapshot 2026-09-26.