Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework

Benchmark Model Rank Results
3d-point-cloud-classification-on-modelnet40PointMLP#9Overall Accuracy: 94.5Mean Accuracy: 91.4
3d-point-cloud-classification-on-scanobjectnnPointMLP#48Overall Accuracy: 85.7Mean Accuracy: 84.4
3d-point-cloud-classification-on-scanobjectnnPointMLP-elite#55Overall Accuracy: 83.8Mean Accuracy: 81.8
point-cloud-segmentation-on-pointcloud-cPointMLP#5mean Corruption Error (mCE): 0.977
supervised-only-3d-point-cloud-classificationPointMLP#8Overall Accuracy (PB_T50_RS): 85.4GFLOPs: 31.4