Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation

Benchmark Model Rank Results
semantic-segmentation-on-ade20kAuto-DeepLab-L#198Validation mIoU: 43.98
semantic-segmentation-on-ade20k-valAuto-DeepLab-L#79mIoU: 43.98Pixel Accuracy: 81.72
semantic-segmentation-on-cityscapesAuto-DeepLab-L#28Mean IoU (class): 82.1%
semantic-segmentation-on-cityscapes-valAuto-DeepLab-L#48mIoU: 80.33%
semantic-segmentation-on-pascal-voc-2012Auto-DeepLab-L#8Mean IoU: 85.6%
semantic-segmentation-on-pascal-voc-2012-valAuto-DeepLab-L#5mIoU: 82.04%