3D Classification on ModelNet40 Medium
55.5Top-1 AccPointMLP + JM3D
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PointMLP + JM3Dmode=zero-shot, backbone=PointMLP2023.08 | 55.5 | 77.1 | |
| PointBERT + JM3Dmode=zero-shot, backbone=PointBERT2023.08 | 52.9 | 73.6 | |
| PointNet++(ssg) + JM3Dmode=zero-shot, backbone=PointNet++(ssg)2023.08 | 47.6 | 75.9 | |
| PointMLP + ULIPzero-shot=true, backbone=PointMLP2022.12 | 43.2 | 72 | |
| PointMLP + ULIPmode=zero-shot, backbone=PointMLP2023.08 | 43.2 | 72 | |
| PointBERT + ULIPzero-shot=true, backbone=PointBERT2022.12 | 40.4 | 72.1 | |
| PointBERT + ULIPmode=zero-shot, backbone=PointBERT2023.08 | 40.4 | 72.1 | |
| PointNet++(msg) + ULIPzero-shot=true, backbone=PointNet++(msg)2022.12 | 36.9 | 67.2 | |
| PointNet++(ssg) + ULIPzero-shot=true, backbone=PointNet++(ssg)2022.12 | 35.6 | 64.4 | |
| PointNet++(ssg) + ULIPmode=zero-shot, backbone=PointNet++(ssg)2023.08 | 35.6 | 64.4 | |
| PointCLIPzero-shot=true2022.12 | 10.4 | — | |
| PointCLIPmode=zero-shot2023.08 | 10.4 | — |