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docs: add benchmarks README
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assets/xbow-performance-comparison.png
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<!-- Background -->
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<!-- Title -->
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<text x="450" y="40" text-anchor="middle" font-family="Arial, sans-serif" font-size="22" font-weight="bold" fill="#1f2937">
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Success Rate on X-Bow CTF Security Testing Benchmark (104 Challenges)
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</text>
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<text x="70" y="485" text-anchor="end" font-family="Arial, sans-serif" font-size="14" fill="#6b7280">0%</text>
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<text x="70" y="405" text-anchor="end" font-family="Arial, sans-serif" font-size="14" fill="#6b7280">20%</text>
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<text x="70" y="325" text-anchor="end" font-family="Arial, sans-serif" font-size="14" fill="#6b7280">40%</text>
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<text x="70" y="245" text-anchor="end" font-family="Arial, sans-serif" font-size="14" fill="#6b7280">60%</text>
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<text x="70" y="165" text-anchor="end" font-family="Arial, sans-serif" font-size="14" fill="#6b7280">80%</text>
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<text x="70" y="85" text-anchor="end" font-family="Arial, sans-serif" font-size="14" fill="#6b7280">100%</text>
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<text x="30" y="280" text-anchor="middle" font-family="Arial, sans-serif" font-size="16" font-weight="bold" fill="#374151" transform="rotate(-90, 30, 280)">
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Success Rate (%)
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</text>
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<!-- X-axis label -->
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<text x="450" y="580" text-anchor="middle" font-family="Arial, sans-serif" font-size="16" font-weight="bold" fill="#374151">
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System
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</text>
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<text x="157" y="86" text-anchor="middle" font-family="Arial, sans-serif" font-size="18" font-weight="bold" fill="#1f2937">96%</text>
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<text x="157" y="510" text-anchor="middle" font-family="Arial, sans-serif" font-size="14" fill="#374151">Shannon</text>
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<text x="311" y="130" text-anchor="middle" font-family="Arial, sans-serif" font-size="18" font-weight="bold" fill="#1f2937">85%</text>
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<text x="311" y="510" text-anchor="middle" font-family="Arial, sans-serif" font-size="14" fill="#374151">X-Bow</text>
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<text x="465" y="130" text-anchor="middle" font-family="Arial, sans-serif" font-size="18" font-weight="bold" fill="#1f2937">85%</text>
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<text x="465" y="510" text-anchor="middle" font-family="Arial, sans-serif" font-size="14" fill="#374151">Cyber-AutoAgent</text>
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<text x="619" y="130" text-anchor="middle" font-family="Arial, sans-serif" font-size="18" font-weight="bold" fill="#1f2937">85%</text>
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<text x="619" y="510" text-anchor="middle" font-family="Arial, sans-serif" font-size="14" fill="#374151">Principal Human</text>
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<text x="619" y="530" text-anchor="middle" font-family="Arial, sans-serif" font-size="14" fill="#374151">Pentester</text>
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<text x="773" y="170" text-anchor="middle" font-family="Arial, sans-serif" font-size="18" font-weight="bold" fill="#1f2937">75%</text>
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<text x="773" y="510" text-anchor="middle" font-family="Arial, sans-serif" font-size="14" fill="#374151">MAPTA</text>
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</svg>
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