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RT-SAFE Safe Success Rate

Safety · 2026-10-07

Share of RT-SAFE's 108 real-time navigation episodes (36 routes at easy, medium and hard actor density, provider-default reasoning, one simulation seed) that reach the destination with no collision, hazard interaction or traffic violation. It is the paper's strictest safety outcome, but every evaluated model scores between 0 and 3.7%, so it is kept as a floor-saturated diagnostic beside the collisions primary.

Top models (higher is better)

ModelScore
Sonnet 53.7
GPT-5.6 Sol1.9
Claude Fable 5.10.0
DeepSeek V4 Flash Vision Exp0.0
Gemini 3.8 Flash0.0
GPT-6 Astra0.0
Grok 4.60.0
Inkling0.0
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