Point Cloud Classification on ModelNet40 5-way 10-shot
98AccuracyPointGST
Evaluation Results
| Method | Links | |
|---|---|---|
| PointGSTBackbone=Point-MAE2025.12 | 98 | |
| IDPTBackbone=Point-MAE2025.12 | 97.3 | |
| PointLoRABackbone=RECON2025.12 | 96.9 | |
| DAPTBackbone=Point-MAE2025.12 | 96.8 | |
| CLoRABackbone=Point-MAE2025.12 | 96.8 | |
| CLoRABackbone=RECON2025.12 | 96.7 | |
| PointLoRABackbone=Point-MAE2025.12 | 96.6 | |
| PointGSTBackbone=Point-BERT2025.12 | 96.5 | |
| PointGSTBackbone=RECON2025.12 | 96.5 | |
| FullBackbone=Point-MAE2025.12 | 96.3 | |
| CLoRABackbone=Point-BERT2025.12 | 96.1 | |
| IDPTBackbone=Point-BERT2025.12 | 96 | |
| IDPTBackbone=RECON2025.12 | 96 | |
| DAPTBackbone=Point-BERT2025.12 | 95.8 | |
| DAPTBackbone=RECON2025.12 | 95.8 | |
| PointLoRABackbone=Point-BERT2025.12 | 95.7 | |
| Point-PEFTBackbone=Point-MAE2025.12 | 95.5 | |
| Point-PEFTBackbone=Point-BERT2025.12 | 95.4 | |
| Point-PEFTBackbone=RECON2025.12 | 95.4 | |
| FullBackbone=Point-BERT2025.12 | 94.6 | |
| FullBackbone=RECON2025.12 | 93.7 |