Interpolation on ADNI
0.0015Median ErrorCASHformer w/ ViTlarge
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CASHformer w/ ViTlargePre-trained=true, Parameters=6.84M2022.07 | 0.0015 | 0.0003 | |
| CASHformer w/ ViTbasePre-trained=true, Parameters=5.99M2022.07 | 0.0032 | 0.0003 | |
| CASHformer w/ GPT-2Pre-trained=false, Parameters=130M2022.07 | 0.0037 | 0.0002 | |
| ViTbasePre-trained=false, Parameters=86.4M2022.07 | 0.0037 | 0.0001 | |
| GPT-2Pre-trained=false, Parameters=130M2022.07 | 0.0053 | 0.0001 | |
| LSTM(12 blocks)Pre-trained=false, Parameters=62.6M2022.07 | 0.0053 | 0.0001 | |
| Small TransforMeshPre-trained=false, Parameters=10.4M2022.07 | 0.0055 | 0.0003 | |
| CASHformer w/ GPT-2Pre-trained=true, Parameters=5.99M2022.07 | 0.0061 | 0.0002 | |
| Base TransforMeshPre-trained=false, Parameters=38.7M2022.07 | 0.0064 | 0.0003 | |
| ViTlargePre-trained=false, Parameters=309M2022.07 | 0.0065 | 0.0003 | |
| LSTM(3 blocks)Pre-trained=false, Parameters=20.1M2022.07 | 0.0066 | 0.0001 |