Attention-guided Unified Network for Panoptic Segmentation

Benchmark Model Rank Results
panoptic-segmentation-on-cityscapes-valAUNet (ResNet-101-FPN)PQ: 59.0PQst: 62.1PQth: 54.8mIoU: 75.6AP: 34.4
panoptic-segmentation-on-coco-test-devAUNet (ResNet-101-FPN)PQ: 45.2PQst: 31.3PQth: 54.4
panoptic-segmentation-on-coco-test-devAUNet (ResNet-152-FPN)PQ: 45.5PQst: 31.6PQth: 54.7
panoptic-segmentation-on-coco-test-devAUNet (ResNext-152-FPN)PQ: 46.5PQst: 32.5PQth: 55.8