3D Masked Autoencoder Reconstruction on 3D Medical Domains Mean (val)
0.0224MAETransfer-Aware
Evaluation Results
| Method | Links | |
|---|---|---|
| Transfer-AwarePretraining Budget (B)=200K2026.05 | 0.0224 | |
| UniformPretraining Budget (B)=200K2026.05 | 0.0228 | |
| Data-Prop.Pretraining Budget (B)=200K2026.05 | 0.0233 | |
| Transfer-AwarePretraining Budget (B)=100K2026.05 | 0.0264 | |
| Transfer-NaïvePretraining Budget (B)=200K2026.05 | 0.0283 | |
| UniformPretraining Budget (B)=100K2026.05 | 0.0345 | |
| Data-Prop.Pretraining Budget (B)=100K2026.05 | 0.0365 | |
| Transfer-NaïvePretraining Budget (B)=100K2026.05 | 0.0399 | |
| Transfer-AwarePretraining Budget (B)=50K2026.05 | 0.0451 | |
| UniformPretraining Budget (B)=50K2026.05 | 0.0671 | |
| Data-Prop.Pretraining Budget (B)=50K2026.05 | 0.0712 | |
| Transfer-NaïvePretraining Budget (B)=50K2026.05 | 0.0799 | |
| Transfer-AwarePretraining Budget (B)=10K2026.05 | 0.0801 | |
| Transfer-NaïvePretraining Budget (B)=10K2026.05 | 0.0835 | |
| Data-Prop.Pretraining Budget (B)=10K2026.05 | 0.0843 | |
| UniformPretraining Budget (B)=10K2026.05 | 0.0853 |