Extrapolation on ADNI
1,718Median Error (x10^3)CASHformer w/ ViTlarge
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CASHformer w/ ViTlargePre-trained=true, Parameters=6.84M2022.07 | 1,718 | 337 | |
| CASHformer w/ ViTbasePre-trained=true, Parameters=5.99M2022.07 | 3,402 | 348 | |
| ViTbasePre-trained=false, Parameters=86.4M2022.07 | 3,713 | 73 | |
| CASHformer w/ GPT-2Pre-trained=false, Parameters=130M2022.07 | 3,953 | 335 | |
| LSTM(12 blocks)Pre-trained=false, Parameters=62.6M2022.07 | 5,258 | 88 | |
| GPT-2Pre-trained=false, Parameters=130M2022.07 | 5,267 | 127 | |
| Small TransforMeshPre-trained=false, Parameters=10.4M2022.07 | 5,573 | 317 | |
| CASHformer w/ GPT-2Pre-trained=true, Parameters=5.99M2022.07 | 6,362 | 324 | |
| Base TransforMeshPre-trained=false, Parameters=38.7M2022.07 | 6,589 | 381 | |
| LSTM(3 blocks)Pre-trained=false, Parameters=20.1M2022.07 | 6,610 | 60 | |
| ViTlargePre-trained=false, Parameters=309M2022.07 | 6,610 | 305 |