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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4061–4070 of 14763 papers

Title	Date	Tasks	Status	Hype
From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation	Oct 31, 2023	DecoderDenoising	CodeCode Available	1
Uncertainty Quantification in Machine Learning Based Segmentation: A Post-Hoc Approach for Left Ventricle Volume Estimation in MRI	Oct 30, 2023	Image SegmentationMedical Diagnosis	—Unverified	0
TransXNet: Learning Both Global and Local Dynamics with a Dual Dynamic Token Mixer for Visual Recognition	Oct 30, 2023	Image ClassificationObject Detection	CodeCode Available	2
Promise:Prompt-driven 3D Medical Image Segmentation Using Pretrained Image Foundation Models	Oct 30, 2023	Image SegmentationMedical Image Segmentation	CodeCode Available	1
MIST: Medical Image Segmentation Transformer with Convolutional Attention Mixing (CAM) Decoder	Oct 30, 2023	DecoderImage Segmentation	CodeCode Available	1
Resource Constrained Semantic Segmentation for Waste Sorting	Oct 30, 2023	QuantizationSemantic Segmentation	CodeCode Available	0
L2T-DLN: Learning to Teach with Dynamic Loss Network	Oct 30, 2023	Semantic Segmentation	—Unverified	0
Dynamic Gaussian Splatting from Markerless Motion Capture can Reconstruct Infants Movements	Oct 30, 2023	Markerless Motion CaptureSemantic Segmentation	—Unverified	0
Intelligent Breast Cancer Diagnosis with Heuristic-assisted Trans-Res-U-Net and Multiscale DenseNet using Mammogram Images	Oct 30, 2023	Image SegmentationSemantic Segmentation	—Unverified	0
Modular Anti-noise Deep Learning Network for Robotic Grasp Detection Based on RGB Images	Oct 30, 2023	SegmentationSemantic Segmentation	CodeCode Available	0

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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