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Boundary adhesion in pig point clouds is effectively mitigated, leading to a substantial boost in segmentation accuracy for precision livestock farming.
Closed-loop evaluation reveals how VLMs for autonomous driving handle the messy reality of off-road deviations and out-of-distribution states, something static QA datasets can't capture.