Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation

Benchmark Model Rank Results
panoptic-segmentation-on-cityscapes-testAxial-DeepLab-XL (Mapillary Vistas, multi-scale)#3PQ: 66.6
panoptic-segmentation-on-cityscapes-valAxial-DeepLab-XL (Mapillary Vistas, multi-scale)#4PQ: 68.5mIoU: 84.6AP: 44.2
panoptic-segmentation-on-coco-minivalAxial-DeepLab-L (multi-scale)#28PQ: 43.9
panoptic-segmentation-on-coco-minivalAxial-DeepLab-L (single-scale)#29PQ: 43.4PQst: 35.6PQth: 48.5
panoptic-segmentation-on-coco-minivalAxial-DeepLab-L(multi-scale)#30PQst: 36.8PQth: 48.6
panoptic-segmentation-on-coco-test-devAxial-DeepLab-L (multi-scale)#21PQ: 44.2PQst: 36.8PQth: 49.2
panoptic-segmentation-on-coco-test-devAxial-DeepLab-L#22PQ: 43.6PQst: 35.6PQth: 48.9
panoptic-segmentation-on-mapillary-valAxial-DeepLab-L (multi-scale)#5PQ: 41.1mIoU: 58.4PQst: 51.3PQth: 33.4