3D Classification on ModelNet40 Hard
55Top-1 AccPointMLP + JM3D
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PointMLP + JM3Dmode=zero-shot, backbone=PointMLP2023.08 | 55 | 75 | |
| PointBERT + JM3Dmode=zero-shot, backbone=PointBERT2023.08 | 48.4 | 71.1 | |
| PointNet++(ssg) + JM3Dmode=zero-shot, backbone=PointNet++(ssg)2023.08 | 43.3 | 74.7 | |
| PointBERT + ULIPzero-shot=true, backbone=PointBERT2022.12 | 37.1 | 66.3 | |
| PointBERT + ULIPmode=zero-shot, backbone=PointBERT2023.08 | 37.1 | 66.3 | |
| PointMLP + ULIPzero-shot=true, backbone=PointMLP2022.12 | 36.3 | 65 | |
| PointMLP + ULIPmode=zero-shot, backbone=PointMLP2023.08 | 36.3 | 65 | |
| PointNet++(msg) + ULIPzero-shot=true, backbone=PointNet++(msg)2022.12 | 33.9 | 59.6 | |
| PointNet++(ssg) + ULIPzero-shot=true, backbone=PointNet++(ssg)2022.12 | 33.7 | 55.8 | |
| PointNet++(ssg) + ULIPmode=zero-shot, backbone=PointNet++(ssg)2023.08 | 33.7 | 55.8 | |
| PointCLIPzero-shot=true2022.12 | 8.3 | — | |
| PointCLIPmode=zero-shot2023.08 | 8.3 | — |