Table 10 Key hyperparameters for baselines

From: Anatomically-guided Masked Autoencoder with Domain-Adaptive Prompting (AMAP) for multimodal cerebral aneurysm detection and segmentation

Method

Learning Rate

Batch Size

Optimizer

nnU-Net

3e-4 (default)

2 (default)

AdamW

UNETR

1e-4

4

AdamW

Med-MAE

1e-4 (finetune)

4

AdamW

MedSAM

1e-5 (adapter)

2

Adam

DG SOTA

1e-4

4

AdamW

AMAP (ours)

1e-4 (finetune)

4

AdamW

Back to article page