MapTCL: Temporal Consistency Learning via Bidirectional Alignment for Vectorized HD Map Construction⭐9

MapTCL improves HD map temporal consistency via bidirectional alignment, boosting mAP gains on nuScenes and Argoverse2 without extra overhead.