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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2391–2400 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
A Divide-and-Merge Point Cloud Clustering Algorithm for LiDAR Panoptic Segmentation	Sep 16, 2021	Autonomous DrivingClustering	CodeCode Available	1	5
Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation	Jun 5, 2023	Instance SegmentationMulti-Task Learning	CodeCode Available	1	5
Channel Exchanging Networks for Multimodal and Multitask Dense Image Prediction	Dec 4, 2021	Semantic Segmentation	CodeCode Available	1	5
Channel prior convolutional attention for medical image segmentation	Jun 8, 2023	Image SegmentationMedical Image Segmentation	CodeCode Available	1	5
Contrastive Registration for Unsupervised Medical Image Segmentation	Nov 17, 2020	Contrastive LearningImage Segmentation	CodeCode Available	1	5
Channel-wise Knowledge Distillation for Dense Prediction	Nov 26, 2020	Knowledge DistillationPrediction	CodeCode Available	1	5
APNet: Urban-level Scene Segmentation of Aerial Images and Point Clouds	Sep 29, 2023	Scene SegmentationSemantic Segmentation	CodeCode Available	1	5
D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention Mechanism	Feb 10, 2021	Computed Tomography (CT)Decoder	CodeCode Available	1	5
AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native Segmentation	Aug 1, 2024	3D Semantic SegmentationDomain Generalization	CodeCode Available	1	5
HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPS	Jan 18, 2021	DecoderGPU	CodeCode Available	1	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	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