Point Cloud Classification on ModelNet40 10-way 20-shot
95.8AccuracyFull
Evaluation Results
| Method | Links | |
|---|---|---|
| FullBackbone=RECON2025.12 | 95.8 | |
| PointLoRABackbone=RECON2025.12 | 95.8 | |
| PointGSTBackbone=Point-MAE2025.12 | 95.7 | |
| CLoRABackbone=RECON2025.12 | 95.7 | |
| CLoRABackbone=Point-MAE2025.12 | 95.6 | |
| DAPTBackbone=Point-MAE2025.12 | 95.5 | |
| IDPTBackbone=Point-MAE2025.12 | 95.4 | |
| PointLoRABackbone=Point-MAE2025.12 | 95.2 | |
| CLoRABackbone=Point-BERT2025.12 | 95.1 | |
| FullBackbone=Point-MAE2025.12 | 95 | |
| PointGSTBackbone=Point-BERT2025.12 | 95 | |
| PointGSTBackbone=RECON2025.12 | 95 | |
| Point-PEFTBackbone=Point-MAE2025.12 | 94.7 | |
| PointLoRABackbone=Point-BERT2025.12 | 94.7 | |
| Point-PEFTBackbone=Point-BERT2025.12 | 94.5 | |
| Point-PEFTBackbone=RECON2025.12 | 94.5 | |
| DAPTBackbone=Point-BERT2025.12 | 94.2 | |
| DAPTBackbone=RECON2025.12 | 94.2 | |
| IDPTBackbone=Point-BERT2025.12 | 93.6 | |
| IDPTBackbone=RECON2025.12 | 93.6 | |
| FullBackbone=Point-BERT2025.12 | 92.7 |