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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
Associating Objects with Transformers for Video Object Segmentation	Jun 4, 2021	ObjectOne-shot visual object segmentation	CodeCode Available	1
Anytime Dense Prediction with Confidence Adaptivity	Apr 1, 2021	image-classificationImage Classification	CodeCode Available	1
Latent Graph Representations for Critical View of Safety Assessment	Dec 8, 2022	AnatomyGraph Neural Network	CodeCode Available	1
LAVT: Language-Aware Vision Transformer for Referring Image Segmentation	Dec 4, 2021	DecoderGeneralized Referring Expression Segmentation	CodeCode Available	1
Addressing Failure Prediction by Learning Model Confidence	Oct 1, 2019	image-classificationImage Classification	CodeCode Available	1
LC-GAN: Image-to-image Translation Based on Generative Adversarial Network for Endoscopic Images	Mar 10, 2020	Generative Adversarial NetworkImage Segmentation	CodeCode Available	1
Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans	Apr 19, 2023	Semantic Segmentation	CodeCode Available	1
Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks	Oct 14, 2022	image-classificationImage Classification	CodeCode Available	1
Context Label Learning: Improving Background Class Representations in Semantic Segmentation	Dec 16, 2022	SegmentationSemantic Segmentation	CodeCode Available	1
CateNorm: Categorical Normalization for Robust Medical Image Segmentation	Mar 29, 2021	Image SegmentationMedical Image 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