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Occlusion-aware gating in SIGMA-Lane significantly improves temporal consistency in video lane detection, outperforming traditional methods under heavy occlusion.
MEGRAG achieves superior multi-hop reasoning by leveraging a multi-granular evidence graph, leading to more accurate answers with reduced noise and redundancy.