Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells

Benchmark Model Rank Results
monocular-depth-estimation-on-nyu-depth-v2FastDenseNas-arch0#60RMSE: 0.523
monocular-depth-estimation-on-nyu-depth-v2FastDenseNas-arch2#61RMSE: 0.525
monocular-depth-estimation-on-nyu-depth-v2FastDenseNas-arch1#62RMSE: 0.526
semantic-segmentation-on-pascal-voc-2012-valFastDenseNas-arch0#11mIoU: 78.0%
semantic-segmentation-on-pascal-voc-2012-valFastDenseNas-arch2#14mIoU: 77.3%
semantic-segmentation-on-pascal-voc-2012-valFastDenseNas-arch1#16mIoU: 77.1%