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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4221–4230 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
One-pass Multi-task Networks with Cross-task Guided Attention for Brain Tumor Segmentation	Jun 5, 2019	Brain Tumor SegmentationImage Segmentation	CodeCode Available	0	5
Boosting Semantic Segmentation from the Perspective of Explicit Class Embeddings	Aug 24, 2023	DiversitySegmentation	CodeCode Available	0	5
Discriminative features pyramid network for medical image segmentation	Apr 25, 2024	Image SegmentationMedical Image Segmentation	CodeCode Available	0	5
Anchor Diffusion for Unsupervised Video Object Segmentation	Oct 24, 2019	Image SegmentationObject	CodeCode Available	0	5
One-shot and Partially-Supervised Cell Image Segmentation Using Small Visual Prompt	Apr 17, 2023	Image SegmentationOne-Shot Segmentation	CodeCode Available	0	5
Discriminative features pyramid network for medical image segmentation	Apr 25, 2024	Image SegmentationMedical Image Segmentation	CodeCode Available	0	5
Discriminative Consensus Mining with A Thousand Groups for More Accurate Co-Salient Object Detection	Jan 15, 2024	Co-Salient Object DetectionObject	CodeCode Available	0	5
Boosting Real-Time Driving Scene Parsing with Shared Semantics	Sep 16, 2019	Autonomous DrivingScene Parsing	CodeCode Available	0	5
Boosting Medical Image Segmentation Performance with Adaptive Convolution Layer	Apr 17, 2024	Image SegmentationMedical Image Segmentation	CodeCode Available	0	5
On Enhancing Brain Tumor Segmentation Across Diverse Populations with Convolutional Neural Networks	May 5, 2024	Brain Tumor SegmentationImage Segmentation	CodeCode Available	0	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