Table 2 SW-MSA specification.

From: SwinCLNet: a robust framework for brain tumor segmentation via shifted window attention and cross-scale fusion

Stage

d_model

num_heads

Window size

Dropout

Encoder-1

32

2

4 × 4 × 4

0.1

Encoder-2

64

4

4 × 4 × 4

0.1

Encoder-3

128

4

4 × 4 × 4

0.1

Encoder-4

256

8

4 × 4 × 4

0.1

Encoder-5

320

8

4 × 4 × 4

0.1