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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4161–4170 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Online Unsupervised Video Object Segmentation via Contrastive Motion Clustering	Jun 21, 2023	ClusteringContrastive Learning	CodeCode Available	0	5
Online Normalization for Training Neural Networks	May 15, 2019	General Classificationimage-classification	CodeCode Available	0	5
Online pseudo labeling for polyp segmentation with momentum networks	Sep 29, 2022	Semantic Segmentation	CodeCode Available	0	5
Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds	Jan 7, 2021	Image SegmentationPoint Cloud Segmentation	CodeCode Available	0	5
Boundary-Aware Feature Propagation for Scene Segmentation	Aug 31, 2019	Scene SegmentationSegmentation	CodeCode Available	0	5
An efficient solution for semantic segmentation: ShuffleNet V2 with atrous separable convolutions	Feb 20, 2019	Autonomous DrivingScene Understanding	CodeCode Available	0	5
On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery	Feb 16, 2021	PositionSegmentation	CodeCode Available	0	5
On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution Robustness	Sep 13, 2022	Image SegmentationLesion Segmentation	CodeCode Available	0	5
Boundary-aware Context Neural Network for Medical Image Segmentation	May 3, 2020	Image SegmentationMedical Image Segmentation	CodeCode Available	0	5
DiT: Efficient Vision Transformers with Dynamic Token Routing	Aug 7, 2023	Instance SegmentationObject	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