Failure Miner

Base-checkpoint rollouts on trainval — frozen failures rule ADE<2 m · FDE<5 m · vel<1 m/s · no-at-fault collision

scene

Observed input 3 cameras × 4 timesteps — click an image to zoom

Instruction

Outcome metrics

Trajectory predicted vs. ground truth

Predicted Ground truth

Model reasoning