Point2Vec for Self-Supervised Representation Learning on Point Clouds

Benchmark Model Rank Results
3d-point-cloud-classification-on-modelnet40point2vec#5Overall Accuracy: 94.8Mean Accuracy: 92.0
few-shot-3d-point-cloud-classification-on-modelnet40-10-way-10-shotpoint2vec#8Overall Accuracy: 93.9Standard Deviation: 4.1
few-shot-3d-point-cloud-classification-on-modelnet40-10-way-20-shotpoint2vec#9Overall Accuracy: 95.8Standard Deviation: 3.1
few-shot-3d-point-cloud-classification-on-modelnet40-5-way-10-shotpoint2vec#14Overall Accuracy: 97.0Standard Deviation: 2.8
few-shot-3d-point-cloud-classification-on-modelnet40-5-way-20-shotpoint2vec#14Overall Accuracy: 98.7Standard Deviation: 1.2
3d-part-segmentation-on-shapenet-partpoint2vec#28Instance Average IoU: 86.3Class Average IoU: 84.6
3d-point-cloud-classification-on-scanobjectnnpoint2vec#41Overall Accuracy: 87.5Mean Accuracy: 86.0OBJ-BG (OA): 91.2…