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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3551–3560 of 14763 papers

Title	Date	Tasks	Status	Hype
Auto-Panoptic: Cooperative Multi-Component Architecture Search for Panoptic Segmentation	Oct 30, 2020	Instance SegmentationPanoptic Segmentation	CodeCode Available	1
Perception for Autonomous Systems (PAZ)	Oct 27, 2020	2D Object Detection6D Pose Estimation	CodeCode Available	1
Siamese NestedUNet Networks for Change Detection of High Resolution Satellite Image	Oct 27, 2020	Change DetectionChange detection for remote sensing images	CodeCode Available	1
Ice Monitoring in Swiss Lakes from Optical Satellites and Webcams using Machine Learning	Oct 27, 2020	BIG-bench Machine LearningLake Ice Monitoring	CodeCode Available	1
Detection and Segmentation of Lesion Areas in Chest CT Scans For The Prediction of COVID-19	Oct 26, 2020	COVID-19 DiagnosisCOVID-19 Image Segmentation	CodeCode Available	1
Instance Semantic Segmentation Benefits from Generative Adversarial Networks	Oct 26, 2020	Autonomous DrivingInstance Segmentation	CodeCode Available	1
Hierarchical Neural Architecture Search for Deep Stereo Matching	Oct 26, 2020	Neural Architecture SearchSemantic Segmentation	CodeCode Available	1
Amodal Segmentation through Out-of-Task and Out-of-Distribution Generalization with a Bayesian Model	Oct 25, 2020	Amodal Instance SegmentationInstance Segmentation	CodeCode Available	1
Scribble-based Weakly Supervised Deep Learning for Road Surface Extraction from Remote Sensing Images	Oct 25, 2020	Boundary DetectionDecoder	CodeCode Available	1
Delving into the Cyclic Mechanism in Semi-supervised Video Object Segmentation	Oct 23, 2020	ObjectOne-shot visual object segmentation	CodeCode Available	1

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All datasets ADE20K NYU-Depth V2 Cityscapes test Cityscapes val ADE20K val PASCAL Context S3DIS Area5 PASCAL VOC 2012 test S3DIS ScanNet SUN-RGBD DensePASS

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	InternImage-H (M3I Pre-training)	Params (M)	1,310	—	Unverified
2	ViT-P (InternImage-H)	Validation mIoU	63.6	—	Unverified
3	ONE-PEACE	Validation mIoU	63	—	Unverified
4	M3I Pre-training (InternImage-H)	Validation mIoU	62.9	—	Unverified
5	InternImage-H	Validation mIoU	62.9	—	Unverified
6	BEiT-3	Validation mIoU	62.8	—	Unverified
7	EVA	Validation mIoU	62.3	—	Unverified
8	ViT-P (OneFormer, InternImage-H)	Validation mIoU	61.6	—	Unverified
9	ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)	Validation mIoU	61.5	—	Unverified
10	FD-SwinV2-G	Validation mIoU	61.4	—	Unverified