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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4691–4700 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Automatic Report Generation for Histopathology images using pre-trained Vision Transformers	Nov 10, 2023	DecoderImage Segmentation	CodeCode Available	0	5
Automatic Report Generation for Histopathology images using pre-trained Vision Transformers and BERT	Dec 3, 2023	Caption GenerationDecoder	CodeCode Available	0	5
Deblending galaxy superpositions with branched generative adversarial networks	Oct 23, 2018	Generative Adversarial NetworkSegmentation	CodeCode Available	0	5
DEARLi: Decoupled Enhancement of Recognition and Localization for Semi-supervised Panoptic Segmentation	Jul 14, 2025	DecoderGPU	CodeCode Available	0	5
Multichannel Semantic Segmentation with Unsupervised Domain Adaptation	Dec 11, 2018	Domain AdaptationSegmentation	CodeCode Available	0	5
A Lightweight U-like Network Utilizing Neural Memory Ordinary Differential Equations for Slimming the Decoder	Dec 9, 2024	DecoderImage Segmentation	CodeCode Available	0	5
DDSL: Deep Differentiable Simplex Layer for Learning Geometric Signals	Jan 30, 2019	Image SegmentationSemantic Segmentation	CodeCode Available	0	5
DDFP: Data-dependent Frequency Prompt for Source Free Domain Adaptation of Medical Image Segmentation	May 15, 2025	Domain AdaptationImage Segmentation	CodeCode Available	0	5
Multi-Aperture Fusion of Transformer-Convolutional Network (MFTC-Net) for 3D Medical Image Segmentation and Visualization	Jun 24, 2024	Image SegmentationMedical Image Segmentation	CodeCode Available	0	5
MuGNet: Multi-Resolution Graph Neural Network for Large-Scale Pointcloud Segmentation	Nov 16, 2020	GPUGraph Neural Network	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