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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4041–4050 of 14763 papers

Title	Date	Tasks	Status	Hype
Template-Based Automatic Search of Compact Semantic Segmentation Architectures	Apr 4, 2019	General ClassificationHoldout Set	CodeCode Available	1
YOLACT: Real-time Instance Segmentation	Apr 4, 2019	GPUInstance Segmentation	CodeCode Available	1
GFF: Gated Fully Fusion for Semantic Segmentation	Apr 3, 2019	Scene ParsingScene Understanding	CodeCode Available	1
FCOS: Fully Convolutional One-Stage Object Detection	Apr 2, 2019	2D Object DetectionObject	CodeCode Available	1
Video Object Segmentation using Space-Time Memory Networks	Apr 1, 2019	Interactive Video Object SegmentationObject	CodeCode Available	1
Variational Adversarial Active Learning	Mar 31, 2019	Active Learningimage-classification	CodeCode Available	1
In Defense of Pre-trained ImageNet Architectures for Real-time Semantic Segmentation of Road-driving Images	Mar 20, 2019	Real-Time Semantic SegmentationSemantic Segmentation	CodeCode Available	1
Augmentation for small object detection	Feb 19, 2019	Instance SegmentationObject	CodeCode Available	1
Gauge Equivariant Convolutional Networks and the Icosahedral CNN	Feb 11, 2019	Semantic Segmentation	CodeCode Available	1
'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images	Feb 4, 2019	Few-Shot LearningImage 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