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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3551–3560 of 14763 papers

Title	Date	Tasks	Status	Hype
Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic Segmentation	Dec 9, 2020	General ClassificationOut-of-Distribution Detection	CodeCode Available	1
Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models	May 15, 2023	3D Object DetectionImage Captioning	CodeCode Available	1
Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation	Aug 7, 2021	Cardiac SegmentationData Augmentation	CodeCode Available	1
Balancing Logit Variation for Long-tailed Semantic Segmentation	Jun 3, 2023	Semantic Segmentation	CodeCode Available	1
Enhancing Organ at Risk Segmentation with Improved Deep Neural Networks	Feb 3, 2022	Image SegmentationSegmentation	CodeCode Available	1
Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning	Aug 31, 2023	DecoderFew-Shot Learning	CodeCode Available	1
Self-supervised Assisted Active Learning for Skin Lesion Segmentation	May 14, 2022	Active LearningDiversity	CodeCode Available	1
Deep learning for radar data exploitation of autonomous vehicle	Mar 15, 2022	Autonomous DrivingDeep Learning	CodeCode Available	1
AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain Tumor	Jun 26, 2023	Brain Tumor SegmentationSegmentation	CodeCode Available	1
Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation	May 7, 2020	ClusteringGPU	CodeCode Available	1

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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