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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2791–2800 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Associating Objects with Transformers for Video Object Segmentation	Jun 4, 2021	ObjectOne-shot visual object segmentation	CodeCode Available	1	5
Anytime Dense Prediction with Confidence Adaptivity	Apr 1, 2021	image-classificationImage Classification	CodeCode Available	1	5
End-to-end Trainable Deep Neural Network for Robotic Grasp Detection and Semantic Segmentation from RGB	Jul 12, 2021	Robotic GraspingSegmentation	CodeCode Available	1	5
MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models	Oct 4, 2022	Image ClassificationInstance Segmentation	CodeCode Available	1	5
Investigate Indistinguishable Points in Semantic Segmentation of 3D Point Cloud	Mar 18, 2021	3D Semantic SegmentationSegmentation	CodeCode Available	1	5
Improving deep neural network generalization and robustness to background bias via layer-wise relevance propagation optimization	Feb 1, 2022	ClassificationSemantic Segmentation	CodeCode Available	1	5
End-to-End Video Instance Segmentation with Transformers	Nov 30, 2020	Instance SegmentationSegmentation	CodeCode Available	1	5
End-to-End Video Matting With Trimap Propagation	Jan 1, 2023	Image MattingSegmentation	CodeCode Available	1	5
CSC-PA: Cross-image Semantic Correlation via Prototype Attentions for Single-network Semi-supervised Breast Tumor Segmentation	Jan 1, 2025	Image SegmentationLesion Segmentation	CodeCode Available	1	5
CamoDiffusion: Camouflaged Object Detection via Conditional Diffusion Models	May 29, 2023	DenoisingObject	CodeCode Available	1	5

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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