基于Transformer的高效自适应语义分割网络
张海波,蔡磊,任俊平,王汝言,刘富

Efficient and adaptive semantic segmentation network based on Transformer
Hai-bo ZHANG,Lei CAI,Jun-ping REN,Ru-yan WANG,Fu LIU
表 5 自适应卷积位置编码模块对模型分割精度的影响
Tab.5 Influence of adaptive convolutional position encoding module on model segmentation accuracy
分辨率 mIoU/%
SETR[11]
(ViT[12]
EA-Former
(不含ACPE)
EA-Former
(含ACPE)
$ 768 \times 768 $ 79.3 81.9 82.1
$ 832 \times 832 $ 79.0 81.7 82.0
$1\;024 \times 1\;024$ 78.4 81.2 81.8
$1\;024 \times 2\;048$ 75.4 78.6 81.2