Age prediction on ADNI
3.743MAEBrainAnytime
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BrainAnytimeModality=T1+T2+Flair+PET2026.05 | 3.743 | 4.82 | 79.6 | |
| 3D Resnet50Modality=T12026.05 | 3.759 | 4.851 | 78.5 | |
| BrainAnytimeModality=T1+T2+Flair2026.05 | 3.795 | 4.871 | 82.6 | |
| SAM-Brain3DModality=T1+T2+Flair2026.05 | 3.953 | 4.953 | 80.3 | |
| BrainAnytimeModality=Average2026.05 | 4.01 | 5.158 | 77.2 | |
| BrainAnytimeModality=T1+Flair+PET2026.05 | 4.051 | 5.128 | 78.6 | |
| MENetModality=T1+Flair2026.05 | 4.102 | 5.317 | 75.8 | |
| MoE-retrieverModality=T1+T2+Flair+PET2026.05 | 4.153 | 5.128 | 75.8 | |
| BrainAnytimeModality=T12026.05 | 4.205 | 5.435 | 71.2 | |
| MCADModality=T1+Flair2026.05 | 4.205 | 5.461 | 75.3 | |
| MoE-retrieverModality=T1+T2+Flair2026.05 | 4.205 | 5.282 | 77.3 | |
| BrainAnytimeModality=T1+Flair2026.05 | 4.256 | 5.538 | 74.2 | |
| Flex-MoEModality=T1+T2+Flair+PET2026.05 | 4.256 | 5.384 | 75.4 | |
| MoE-retrieverModality=T1+Flair+PET2026.05 | 4.41 | 5.64 | 71.3 | |
| SAM-Brain3DModality=T1+Flair2026.05 | 4.466 | 5.712 | 73 | |
| SAM-Brain3DModality=T12026.05 | 4.492 | 5.63 | 68.2 | |
| MoE-retrieverModality=Average2026.05 | 4.502 | 5.682 | 71.5 | |
| FuseMoEModality=T1+T2+Flair2026.05 | 4.564 | 5.846 | 73.1 | |
| FuseMoEModality=T1+T2+Flair+PET2026.05 | 4.564 | 5.794 | 66.3 | |
| MoE-retrieverModality=T1+Flair2026.05 | 4.666 | 5.948 | 71.1 | |
| Flex-MoEModality=T1+T2+Flair2026.05 | 4.666 | 5.743 | 77.5 | |
| FuseMoEModality=Average2026.05 | 4.728 | 6.041 | 65.9 | |
| FuseMoEModality=T1+Flair2026.05 | 4.769 | 6.205 | 64.8 | |
| FuseMoEModality=T12026.05 | 4.871 | 6.256 | 58.9 | |
| FuseMoEModality=T1+Flair+PET2026.05 | 4.871 | 6.102 | 66.2 | |
| BrainIACModality=T1+T2+Flair2026.05 | 4.953 | 6.246 | 67.8 | |
| Flex-MoEModality=T1+Flair2026.05 | 4.974 | 6.307 | 68.1 | |
| Flex-MoEModality=T1+Flair+PET2026.05 | 4.974 | 6.205 | 70.5 | |
| Flex-MoEModality=Average2026.05 | 5.015 | 6.297 | 70.3 | |
| MoE-retrieverModality=T12026.05 | 5.076 | 6.41 | 62.1 | |
| BrainIACModality=T1+Flair2026.05 | 5.087 | 6.44 | 63.4 | |
| M3TModality=T12026.05 | 5.23 | 6.512 | 57.9 | |
| BrainIACModality=T12026.05 | 5.246 | 6.584 | 53.3 | |
| Flex-MoEModality=T12026.05 | 6.205 | 7.845 | 60.2 |