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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4231–4240 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Boosting Medical Image Segmentation Performance with Adaptive Convolution Layer	Apr 17, 2024	Image SegmentationMedical Image Segmentation	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
One-Shot Medical Video Object Segmentation via Temporal Contrastive Memory Networks	Mar 19, 2025	DecoderSegmentation	CodeCode Available	0	5
One Step Learning, One Step Review	Jan 19, 2024	image-classificationImage Classification	CodeCode Available	0	5
On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext Task	Jul 6, 2017	3D Medical Imaging SegmentationImage Segmentation	CodeCode Available	0	5
Discovering Class-Specific Pixels for Weakly-Supervised Semantic Segmentation	Jul 18, 2017	Semantic SegmentationWeakly supervised Semantic Segmentation	CodeCode Available	0	5
An Automatic Nuclei Image Segmentation Based on Multi-Scale Split-Attention U-Net	Jul 20, 2021	Cell SegmentationImage Segmentation	CodeCode Available	0	5
Disconnect to Connect: A Data Augmentation Method for Improving Topology Accuracy in Image Segmentation	Mar 7, 2025	Data AugmentationImage Segmentation	CodeCode Available	0	5
Adaptive feature recombination and recalibration for semantic segmentation with Fully Convolutional Networks	Jun 19, 2020	Brain Tumor Segmentationimage-classification	CodeCode Available	0	5
DISCo: Deep learning, Instance Segmentation, and Correlations for cell segmentation in calcium imaging	Aug 21, 2019	Cell SegmentationClustering	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