Instance Segmentation on Cityscapes test

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Rank	Model	Extra Training Data	Paper	Code	Year
1	Deep Watershed Transform		Deep Watershed Transform for Instance Segmentation	min2209/dwt · timothyn617/watershed-transform	2016
2	Dynamically Instantiated Network		Pixelwise Instance Segmentation with a Dynamically Instantiated Network	hmph/dynamically-instantiated-network	2017
3	Panoptic-DeepLab [Mapillary Vistas]	✓	Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation	tensorflow/models · PaddlePaddle/PaddleSeg · google-research/deeplab2 · +6	2019
4	Panoptic-DeepLab [Cityscapes-fine]		Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation	tensorflow/models · PaddlePaddle/PaddleSeg · google-research/deeplab2 · +6	2019
5	Learnable Margin		Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth	davyneven/SpatialEmbeddings · juglab/EmbedSeg · gymoon10/Instance-Segmentation-with-SpatialEmbedding-CA · +1	2019
6	EfficientPS	✓	EfficientPS: Efficient Panoptic Segmentation	DeepSceneSeg/EfficientPS · vincrichard/EfficientPS	2020
7	Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth		Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth	davyneven/SpatialEmbeddings · juglab/EmbedSeg · gymoon10/Instance-Segmentation-with-SpatialEmbedding-CA · +1	2019
8	Semantic Instance Segmentation with a Discriminative Loss Function		Semantic Instance Segmentation with a Discriminative Loss Function	Wizaron/instance-segmentation-pytorch · davyneven/fastSceneUnderstanding · harryhan618/LaneNet · +5	2017
9	PolyTransform	✓	PolyTransform: Deep Polygon Transformer for Instance Segmentation		2019
10	GAIS-Net		Geometry-Aware Instance Segmentation with Disparity Maps	choyingw/GAIS-Net	2020
11	(모델명 미상)		Track to Detect and Segment: An Online Multi-Object Tracker	JialianW/TraDeS	2021