3D Classification on ScanObjectNN OBJ_BG (test)
95.84AccuracyHybridNet
Evaluation Results
| Method | Links | |
|---|---|---|
| HybridNetPT=MAP, #P=19.3, #F=4.4, Voting Strategy=w/ vot.2024.10 | 95.84 | |
| Mamba3dPT=MAP, #P=16.9, #F=3.9, Voting Strategy=w/ vot.2024.10 | 95.64 | |
| Mamba3dPT=Point-MAE, #P=16.9, #F=3.9, Voting Strategy=w/ vot.2024.10 | 95.18 | |
| HybridNetPT=None, #P=19.3, #F=4.4, Voting Strategy=w/ vot.2024.10 | 94.5 | |
| Mamba3dPT=None, #P=16.9, #F=3.9, Voting Strategy=w/ vot.2024.10 | 94.49 | |
| HybridNetPT=MAP, #P=19.3, #F=4.4, Voting Strategy=w/o vot.2024.10 | 93.88 | |
| Mamba3dPT=MAP, #P=16.9, #F=3.9, Voting Strategy=w/o vot.2024.10 | 93.62 | |
| Mamba3dPT=Point-MAE, #P=16.9, #F=3.9, Voting Strategy=w/o vot.2024.10 | 93.12 | |
| Mamba3dPT=None, #P=16.9, #F=3.9, Voting Strategy=w/o vot.2024.10 | 92.94 | |
| HybridNetPT=None, #P=19.3, #F=4.4, Voting Strategy=w/o vot.2024.10 | 92.81 | |
| MVTNPT=None, #P=11.2, #F=43.72024.10 | 92.6 | |
| Mamba3dPT=Point-BERT, #P=16.9, #F=3.9, Voting Strategy=w/o vot.2024.10 | 92.25 | |
| TransformerPT=Point-MAE, #P=22.1+1.7, #F=4.82024.10 | 91.22 | |
| Point-M2AEPT=Point-M2AE, #P=15.3, #F=3.62024.10 | 91.22 | |
| PointMambaPT=Point-MAE, #P=12.3, #F=3.62024.10 | 90.71 | |
| DeLAPT=None, #P=5.3, #F=1.52024.10 | 90.4 | |
| PointConTPT=None2024.10 | 90.3 | |
| TransformerPT=Point-MAE, #P=22.1, #F=4.82024.10 | 90.02 | |
| P2P-HorNetPT=Pre-trained, #P=34.62024.10 | 89.3 | |
| TransformerPT=MaskPoint, #P=22.1, #F=4.82024.10 | 89.3 | |
| SPoTrPT=None, #P=1.7, #F=10.82024.10 | 88.6 | |
| PointMambaPT=None, #P=12.3, #F=3.62024.10 | 88.3 | |
| TransformerPT=Point-BERT, #P=22.1+1.7, #F=4.82024.10 | 88.12 | |
| PCMPT=None, #P=34.2, #F=45.02024.10 | 88.1 | |
| PointNeXtPT=None, #P=1.4, #F=3.62024.10 | 87.7 | |
| PointCNNPT=None, #P=0.62024.10 | 86.1 | |
| PointMLPPT=None, #P=12.6, #F=31.42024.10 | 85.4 | |
| TransformerPT=OcCo, #P=22.1, #F=4.82024.10 | 84.85 | |
| DGCNNPT=None, #P=1.8, #F=2.42024.10 | 82.8 | |
| PointNet++PT=None, #P=1.5, #F=1.72024.10 | 82.3 | |
| GBNetPT=None, #P=8.82024.10 | 81 | |
| PRA-NetPT=None, #P=2.32024.10 | 81 | |
| Simple ViewPT=None2024.10 | 80.5 | |
| DRNetPT=None2024.10 | 80.3 | |
| TransformerPT=None, #P=22.1, #F=4.82024.10 | 79.86 | |
| PointNetPT=None, #P=3.5, #F=0.52024.10 | 73.3 |