ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding

Benchmark Model Rank Results
3d-point-cloud-classification-on-scanobjectnnULIP-2 + PointNeXt#9Overall Accuracy: 91.5Mean Accuracy: 91.2Number of params: 1.4M
3d-point-cloud-classification-on-scanobjectnnULIP-2 + PointNeXt (no voting)#11Overall Accuracy: 90.8Mean Accuracy: 90.3Number of params: 1.4M
3d-point-cloud-classification-on-scanobjectnnULIP-2 + Point-BERT#27Overall Accuracy: 89.0