Point Cloud Classification on ModelNet40 10-way 10-shot
93.7Accuracy (Mean)PointGST
Evaluation Results
| Method | Links | |
|---|---|---|
| PointGSTBackbone=Point-MAE2025.12 | 93.7 | |
| FullBackbone=RECON2025.12 | 93.3 | |
| DAPTBackbone=Point-MAE2025.12 | 93 | |
| IDPTBackbone=Point-MAE2025.12 | 92.8 | |
| CLoRABackbone=RECON2025.12 | 92.8 | |
| PointGSTBackbone=Point-BERT2025.12 | 92.7 | |
| PointGSTBackbone=RECON2025.12 | 92.7 | |
| PointLoRABackbone=RECON2025.12 | 92.7 | |
| FullBackbone=Point-MAE2025.12 | 92.6 | |
| CLoRABackbone=Point-BERT2025.12 | 92.4 | |
| CLoRABackbone=Point-MAE2025.12 | 92.2 | |
| DAPTBackbone=Point-BERT2025.12 | 92.2 | |
| DAPTBackbone=RECON2025.12 | 92.2 | |
| PointLoRABackbone=Point-MAE2025.12 | 92 | |
| PointLoRABackbone=Point-BERT2025.12 | 92 | |
| IDPTBackbone=Point-BERT2025.12 | 91.9 | |
| IDPTBackbone=RECON2025.12 | 91.9 | |
| Point-PEFTBackbone=Point-MAE2025.12 | 91.7 | |
| Point-PEFTBackbone=Point-BERT2025.12 | 91.6 | |
| Point-PEFTBackbone=RECON2025.12 | 91.6 | |
| FullBackbone=Point-BERT2025.12 | 91 |