PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning

Benchmark Model Rank Results
3d-open-vocabulary-instance-segmentation-on-3PointCLIPV2#2AP50: 03.1
training-free-3d-part-segmentation-onPointCLIP V2#2mIoU: 48.4Need 3D Data?: No
training-free-3d-point-cloud-classificationPointCLIP V2#3Accuracy (%): 64.2Need 3D Data?: No
training-free-3d-point-cloud-classification-1PointCLIP V2#3Accuracy (%): 35.4Need 3D Data?: No
zero-shot-transfer-3d-point-cloudPointCLIP V2#11Accuracy (%): 64.22
zero-shot-transfer-3d-point-cloud-1PointCLIP V2#2Accuracy (%): 73.13
zero-shot-transfer-3d-point-cloud-2PointCLIP V2#7OBJ_ONLY Accuracy(%): 50.09OBJ_BG Accuracy(%): 41.22