Recognition on ModelNet40
90.72Top-1 AccuracyOurs w/ PointBind
Evaluation results
| Method | Links | |
|---|---|---|
| Ours w/ PointBindSetting=Fine-tuning2024.03 | 90.72 | |
| PointBindSetting=Fine-tuning, Protocol=linear2024.03 | 90.64 | |
| PointBind (+Event)Setting=Fine-tuning2024.03 | 90.64 | |
| Meta-TransformerSetting=Fine-tuning2024.03 | 90.5 | |
| SUGAR (single)Zero-shot=true, Training Data=Ensembled w/ LVIS dataset2024.04 | 84.6 | |
| SUGAR (multi)Zero-shot=true, Training Data=Ensembled w/ LVIS dataset2024.04 | 84.5 | |
| OpenShapeZero-shot=true, Training Data=Ensembled w/ LVIS dataset2024.04 | 84.4 | |
| Ours w/ PointBindSetting=Zero-shot2024.03 | 80.59 | |
| PointBindSetting=Zero-shot2024.03 | 77.67 | |
| PointBind (+Event)Setting=Zero-shot2024.03 | 77.67 |