Template-Based Automatic Search of Compact Semantic Segmentation Architectures

Benchmark Model Rank Results
real-time-semantic-segmentation-on-cityscapesTemplate-Based-NAS-arch1#32mIoU: 67.8%Frame (fps): 10Time (ms): 97
real-time-semantic-segmentation-on-cityscapesTemplate-Based-NAS-arch0#33mIoU: 67.7%Frame (fps): 19Time (ms): 52
semantic-segmentation-on-camvidTemplate-Based NAS-arch0 (480x360 inputs)#13Mean IoU: 63.9%
semantic-segmentation-on-camvidTemplate-Based NAS-arch1 (480x360 inputs)#14Mean IoU: 63.2%
semantic-segmentation-on-cityscapesTemplate-Based NAS-arch1#79Mean IoU (class): 67.8%
semantic-segmentation-on-cityscapesTemplate-Based NAS-arch0#80Mean IoU (class): 67.7%
semantic-segmentation-on-cityscapes-valTemplate-Based NAS-arch1#82mIoU: 69.5%
semantic-segmentation-on-cityscapes-valTemplate-Based NAS-arch0#85mIoU: 68.1%