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Autonomous Driving Safety Performance on ChatScene Scenarios

0Fail CountChatScene
-0.21.152.53.85Jun 16, 2026

Evaluation results

MethodLinks
ChatSceneScenario Family=JAYWALKER, Residual Failure Mode=–2026.06010100
ChatSceneScenario Family=RED_LIGHT_RUNNER, Residual Failure Mode=–2026.06010100
ChatSceneScenario Family=PARKED_VEHICLE_PULLOUT, Residual Failure Mode=When traveling at higher speed, the ego cannot brake in time after the parked vehicle suddenly pulls out.2026.062880
ChatSceneScenario Family=MULTI_THREAT, Residual Failure Mode=Under foggy conditions, the leading vehicle becomes hard to perceive; the pedestrian is still visible, but the full threat composition is not handled reliably.2026.063770
ChatSceneScenario Family=OCCLUDED_PEDESTRIAN, Residual Failure Mode=The ego fails to brake early enough when the pedestrian appears from occlusion.2026.065550