Point Clouds Meets Physics: Dynamic Acoustic Field Fitting Network for Point Cloud Understanding

Benchmark Model Rank Results
3d-part-segmentation-on-shapenet-partDAFNet–Instance Average IoU: 86.8Class Average IoU: 85.2
3d-point-cloud-classification-on-modelnet40DAFNet (w/ voting)–Overall Accuracy: 94.1Mean Accuracy: 92.2
supervised-only-3d-point-cloud-classification-on-scanobjectnnDAFNet (w/ voting)–Overall Accuracy (PB_T50_RS): 96.7