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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3121–3130 of 14763 papers

Title	Date	Tasks	Status	Hype
MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View Understanding	Jul 1, 2021	3D Object DetectionGraph Attention	CodeCode Available	1
Focal Self-attention for Local-Global Interactions in Vision Transformers	Jul 1, 2021	image-classificationImage Classification	CodeCode Available	1
CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows	Jul 1, 2021	Image ClassificationSemantic Segmentation	CodeCode Available	1
DivergentNets: Medical Image Segmentation by Network Ensemble	Jul 1, 2021	Image SegmentationMedical Image Segmentation	CodeCode Available	1
Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image Segmentation	Jul 1, 2021	Image SegmentationSegmentation	CodeCode Available	1
SimNet: Enabling Robust Unknown Object Manipulation from Pure Synthetic Data via Stereo	Jun 30, 2021	Keypoint DetectionObject	CodeCode Available	1
Looking Outside the Window: Wide-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images	Jun 29, 2021	Image CroppingSemantic Segmentation	CodeCode Available	1
SinGAN-Seg: Synthetic training data generation for medical image segmentation	Jun 29, 2021	Image SegmentationMedical Image Segmentation	CodeCode Available	1
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation	Jun 29, 2021	Class Incremental LearningContinual Learning	CodeCode Available	1
Striking the Right Balance: Recall Loss for Semantic Segmentation	Jun 28, 2021	Semantic 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