Point Cloud Classification on ModelNet40 5-way 20-shot
98.9AccuracyFull
Evaluation Results
| Method | Links | |
|---|---|---|
| FullBackbone=RECON2025.12 | 98.9 | |
| PointLoRABackbone=RECON2025.12 | 98.8 | |
| PointGSTBackbone=Point-MAE2025.12 | 98.3 | |
| CLoRABackbone=RECON2025.12 | 98.2 | |
| CLoRABackbone=Point-MAE2025.12 | 98.1 | |
| DAPTBackbone=Point-MAE2025.12 | 98 | |
| CLoRABackbone=Point-BERT2025.12 | 98 | |
| IDPTBackbone=Point-MAE2025.12 | 97.9 | |
| PointGSTBackbone=Point-BERT2025.12 | 97.9 | |
| PointGSTBackbone=RECON2025.12 | 97.9 | |
| FullBackbone=Point-MAE2025.12 | 97.8 | |
| PointLoRABackbone=Point-BERT2025.12 | 97.8 | |
| PointLoRABackbone=Point-MAE2025.12 | 97.7 | |
| Point-PEFTBackbone=Point-MAE2025.12 | 97.6 | |
| Point-PEFTBackbone=Point-BERT2025.12 | 97.3 | |
| DAPTBackbone=Point-BERT2025.12 | 97.3 | |
| Point-PEFTBackbone=RECON2025.12 | 97.3 | |
| DAPTBackbone=RECON2025.12 | 97.3 | |
| IDPTBackbone=Point-BERT2025.12 | 97.2 | |
| IDPTBackbone=RECON2025.12 | 97.2 | |
| FullBackbone=Point-BERT2025.12 | 96.3 |