Alzheimer's Disease Classification on ADNI-2DPC (test)
84.85AccuracyNeuroAPS-Net
Evaluation results
| Method | Links | |
|---|---|---|
| NeuroAPS-NetInput Points=8192, Latency (ms)=1.48, GPU (MB)=234.62026.04 | 84.85 | |
| PointNetInput Points=8192, Latency (ms)=2.17, GPU (MB)=543.02026.04 | 83.33 | |
| PointNet++Input Points=8192, Latency (ms)=91.27, GPU (MB)=543.422026.04 | 83.33 | |
| DGCNNInput Points=8192, Latency (ms)=135.72, GPU (MB)=6237.92026.04 | 81.82 | |
| PointCNNInput Points=8192, Latency (ms)=119.56, GPU (MB)=800.742026.04 | 80.3 | |
| PointTransformerInput Points=8192, Latency (ms)=91.44, GPU (MB)=536.642026.04 | 80.3 | |
| PointCLIP V2Input Points=8192, Latency (ms)=14.22, GPU (MB)=902.042026.04 | 75.76 | |
| CurveNetInput Points=8192, Latency (ms)=3.74, GPU (MB)=6172.582026.04 | 74.24 | |
| SimpleViewInput Points=8192, Latency (ms)=1.54, GPU (MB)=1287.372026.04 | 74.24 | |
| PointCLIPInput Points=8192, Latency (ms)=14.06, GPU (MB)=899.992026.04 | 68.18 |