3D Point Cloud Linear Classification 벤치마크
3D Point Cloud Linear Classification on ScanObjectNN
Overall Accuracy
- 2020-10-02 — OcCo: Overall Accuracy 78.3
- 2022-03-01 — CrossPoint: Overall Accuracy 81.7
- 2023-06-08 — CrossMoCo: Overall Accuracy 86.06
| Rank | Model | Overall Accuracy | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | CrossMoCo | 86.06 | CrossMoCo: Multi-modal Momentum Contrastive Learning for Point Cloud | snehaputul/CrossMoCo | 2023 |
| 2 | AdaCrossNet | 82.1 | AdaCrossNet: Adaptive Dynamic Loss Weighting for Cross-Modal Contrastive Point Cloud Learning | virgantara/AdaCrossNet | 2025 |
| 3 | CrossPoint | 81.7 | CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding | mohamedafham/crosspoint | 2022 |
| 4 | OcCo | 78.3 | Unsupervised Point Cloud Pre-Training via Occlusion Completion | hansen7/OcCo | 2020 |