Channelized Axial Attention for Semantic Segmentation -- Considering Channel Relation within Spatial Attention for Semantic Segmentation

Benchmark Model Rank Results
semantic-segmentation-on-cityscapesCAA (ResNet-101)#23Mean IoU (class): 82.6%
semantic-segmentation-on-coco-stuff-testCAA (Efficientnet-B7)#5mIoU: 45.4%
semantic-segmentation-on-coco-stuff-testCAA (ResNet-101)#8mIoU: 41.2%
semantic-segmentation-on-pascal-contextCAA + Simple decoder (Efficientnet-B7)#8mIoU: 60.5
semantic-segmentation-on-pascal-contextCAA (Efficientnet-B7)#10mIoU: 60.1
semantic-segmentation-on-pascal-contextCAA (ResNet-101)#27mIoU: 55.0