Classification on ModelNet-R (supervised)
95.33OAPointMLP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PointMLPParam (M)=13.24, FLOPs (G)=15.67, Memory (MB) 3090=86.68, Memory (MB) Jetson=105.802026.03 | 95.33 | 94.3 | 56 | 43.18 | 36.79 | |
| SLNet-MParam (M)=0.55, FLOPs (G)=1.22, Memory (MB) 3090=23.97, Memory (MB) Jetson=33.002026.03 | 94.81 | 93.76 | 80.83 | 73.18 | 65.83 | |
| SLNet-SParam (M)=0.14, FLOPs (G)=0.31, Memory (MB) 3090=11.49, Memory (MB) Jetson=21.302026.03 | 94.53 | 92.21 | 92.59 | 87.87 | 79.66 | |
| CurveNetParam (M)=2.14, FLOPs (G)=0.33, Memory (MB) 3090=21.33, Memory (MB) Jetson=30.452026.03 | 94.12 | 92.65 | 80.48 | 69.27 | 60.03 | |
| PointNet++ (msg)Param (M)=1.75, FLOPs (G)=4.00, Memory (MB) 3090=99.87, Memory (MB) Jetson=108.992026.03 | 94.06 | 91.8 | 70.5 | 56.64 | 48.61 | |
| DGCNNParam (M)=1.81, FLOPs (G)=2.69, Memory (MB) 3090=78.09, Memory (MB) Jetson=87.222026.03 | 94.03 | 92.64 | 72.06 | 59.65 | 53.47 | |
| PointNet++ (ssg)Param (M)=1.48, FLOPs (G)=0.86, Memory (MB) 3090=25.93, Memory (MB) Jetson=35.152026.03 | 94.02 | 92.4 | 77.91 | 68.66 | 58.89 | |
| PointNetParam (M)=3.47, FLOPs (G)=0.45, Memory (MB) 3090=22.08, Memory (MB) Jetson=31.202026.03 | 91.39 | 88.79 | 76.53 | 72.12 | 65.39 |