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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3651–3660 of 14763 papers

Title	Date	Tasks	Status	Hype
Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Medical Image Segmentation	Dec 26, 2023	Image SegmentationMedical Image Segmentation	CodeCode Available	0
UniRef++: Segment Every Reference Object in Spatial and Temporal Spaces	Dec 25, 2023	Image SegmentationObject	CodeCode Available	2
PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentation	Dec 25, 2023	Decision MakingDecoder	CodeCode Available	0
PointCT: Point Central Transformer Network for Weakly-supervised Point Cloud Semantic Segmentation	Dec 24, 2023	3D Semantic SegmentationPoint Cloud Segmentation	CodeCode Available	1
Prototype-Based Approach for One-Shot Segmentation of Brain Tumors using Few-Shot Learning	Dec 24, 2023	Few-Shot LearningImage Segmentation	—Unverified	0
Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical image segmentation	Dec 23, 2023	DecoderImage Segmentation	CodeCode Available	2
Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models	Dec 23, 2023	image-classificationImage Classification	—Unverified	0
WildScenes: A Benchmark for 2D and 3D Semantic Segmentation in Large-scale Natural Environments	Dec 23, 2023	3D Semantic SegmentationDomain Adaptation	CodeCode Available	1
Harnessing Diffusion Models for Visual Perception with Meta Prompts	Dec 22, 2023	Depth EstimationMonocular Depth Estimation	CodeCode Available	1
SCUNet++: Swin-UNet and CNN Bottleneck Hybrid Architecture with Multi-Fusion Dense Skip Connection for Pulmonary Embolism CT Image Segmentation	Dec 22, 2023	DecoderDiagnostic	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	InternImage-H	Validation mIoU	62.9	—	Unverified
5	M3I Pre-training (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