A Review of Panoptic Segmentation for Mobile Mapping Point Clouds

Benchmark Model Rank Results
panoptic-segmentation-on-s3dis-area5PointGroup (Xiang 2023)#2PQ: 42.3RQ: 52.0SQ: 74.7Params (M): 7.7
panoptic-segmentation-on-s3dis-area5KPConv (Xiang 2023)#3PQ: 41.8RQ: 51.5SQ: 74.7Params (M): 14.2
panoptic-segmentation-on-s3dis-area5MinkowskiNet (Xiang 2023)#4PQ: 39.2RQ: 48.0SQ: 74.9Params (M): 38.0
panoptic-segmentation-on-s3dis-area5PointNet++ (Xiang 2023)#5PQ: 24.6RQ: 32.6SQ: 68.2Params (M): 3.1