PointGPT: Auto-regressively Generative Pre-training from Point Clouds

Benchmark Model Rank Results
3d-point-cloud-classification-on-scanobjectnnPointGPT#5Overall Accuracy: 93.4OBJ-BG (OA): 97.2OBJ-ONLY (OA): 96.6
few-shot-3d-point-cloud-classification-on-1PointGPT#1Overall Accuracy: 98.0Standard Deviation: 1.9
few-shot-3d-point-cloud-classification-on-2PointGPT#4Overall Accuracy: 99.0Standard Deviation: 1.0
few-shot-3d-point-cloud-classification-on-3PointGPT#3Overall Accuracy: 94.3Standard Deviation: 3.3
few-shot-3d-point-cloud-classification-on-4PointGPT#3Overall Accuracy: 96.1Standard Deviation: 2.8