Vulnerability Discovery on 20 COM objects
100C01Codex
Evaluation Results
| Method | Links | ||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CodexModel=GPT-5.3-codex2026.05 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 80 | 100 | 100 | 67 | 94 | 80 | 100 | 100 | 100 | 100 | 100 | 96 | 97 | |
| SlypModel=GPT-5.42026.05 | 80 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 67 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 97.3 | 98.5 | |
| CodexModel=GPT-5.42026.05 | 80 | 100 | 100 | 84 | 100 | 100 | 100 | 100 | 100 | 80 | 100 | 100 | 67 | 94 | 100 | 100 | 100 | 100 | 100 | 100 | 95.3 | 94.8 | |
| SlypModel=GPT-5.3-codex2026.05 | 80 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 80 | 100 | 100 | 67 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 96.3 | 97.7 | |
| SlypModel=GPT-5.4-mini2026.05 | 80 | 100 | 100 | 86 | 67 | 100 | 100 | 100 | 80 | 80 | 80 | 100 | 67 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 92 | 93.7 | |
| CodexModel=GPT-5.4-mini2026.05 | 80 | 100 | 100 | 100 | 100 | 100 | 100 | 89 | 80 | 100 | 80 | 100 | 100 | 71 | 0 | 100 | 100 | 100 | 100 | 100 | 90 | 91.2 | |
| SlypModel=Opus 4.62026.05 | 80 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 80 | 100 | 100 | 67 | 100 | 100 | 86 | 100 | 100 | 100 | 100 | 95.6 | 97 | |
| CcModel=Opus 4.62026.05 | 80 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 50 | 100 | 100 | 100 | 100 | 80 | 67 | 100 | 100 | 100 | 100 | 93.8 | 95.4 | |
| SlypModel=Sonnet 4.62026.05 | 80 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 80 | 100 | 100 | 67 | 100 | 80 | 86 | 100 | 100 | 100 | 100 | 94.6 | 96.2 | |
| CcModel=Sonnet 4.62026.05 | 80 | 100 | 100 | 84 | 100 | 100 | 100 | 100 | 100 | 50 | 100 | 100 | 67 | 100 | 100 | 67 | 100 | 100 | 100 | 100 | 92.4 | 93.2 | |
| SlypModel=Haiku 4.52026.05 | 50 | 100 | 100 | 62 | 100 | 100 | 100 | 89 | 80 | 67 | 80 | 100 | 0 | 0 | 0 | 67 | 100 | 100 | 50 | 80 | 71.2 | 74.3 | |
| CcModel=Haiku 4.52026.05 | 33 | 0 | 100 | 67 | 67 | 100 | 75 | 57 | 50 | 0 | 80 | 100 | 0 | 0 | 0 | 100 | 100 | 0 | 0 | 80 | 50.4 | 60.4 |