Next-visit Diagnosis Classification on ADNI (test)
0.897QWKTFT
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TFTCORAL ordinal output=true, continuous-time positional encoding=false2026.06 | 0.897 | 88.3 | 86.8 | 96.9 | 96.1 | 0 | |
| LSTMCORAL ordinal output=false, continuous-time positional encoding=false2026.06 | 0.894 | 87.8 | 85.9 | 96.3 | 94.4 | 0 | |
| LinearCORAL ordinal output=false, continuous-time positional encoding=false2026.06 | 0.886 | 87.1 | 84.8 | 94.7 | 94.4 | 0 | |
| TransformerCORAL ordinal output=false, continuous-time positional encoding=false2026.06 | 0.886 | 87 | 84.9 | 94.9 | 93.7 | 0 | |
| Temp. TransformerCORAL ordinal output=true, continuous-time positional encoding=true2026.06 | 0.882 | 86.5 | 84.7 | 94.2 | 93.8 | 0 | |
| LSTMCORAL ordinal output=true, continuous-time positional encoding=false2026.06 | 0.879 | 86.4 | 84.4 | 94.5 | 93.8 | 0.1 | |
| LinearCORAL ordinal output=true, continuous-time positional encoding=false2026.06 | 0.877 | 86.1 | 83.5 | 95.4 | 95.9 | 0 | |
| TransformerCORAL ordinal output=true, continuous-time positional encoding=false2026.06 | 0.873 | 85.5 | 83.5 | 93 | 92.1 | 0 |