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SemanticKITTI is a large-scale dataset for semantic scene understanding using LiDAR sequences, based on the KITTI Vision Benchmark. It provides sequential, 360-degree annotated point clouds with dynamic object classes to enable temporal and spatial reasoning for autonomous driving research.
AI named SemanticKITTI in December 2025.