2026. Research on Consistency-Driven Point Cloud Semantic Segmentation Method in Label Noise Scenarios. Journal of Computer Science and Frontier Technologies. 3, 1 (Apr. 2026), 34–43. DOI:https://doi.org/10.63313/JCSFT.9058.