Three-way Diagnosis Classification on ADNI 258 subjects (test)
93.7DX (%)LoV3D
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LoV3DEvaluation scans=all 479 test scans2026.03 | 93.7 | 93.3 | 0.911 | |
| LoV3D (no-grounding)Stage 0=regional volume regression replaced with three-class diagnosis classification2026.03 | 92.5 | 92 | 0.891 | |
| ResNet-50Backbone=MONAI ResNet-50, Head=linear head, Note=trained on the same split2026.03 | 58.9 | 58.1 | 0.461 | |
| M3D-LaMedExtraction=heuristic2026.03 | 38.2 | — | — | |
| RadFMExtraction=heuristic2026.03 | 17.5 | — | — |