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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3751–3760 of 14763 papers

Title	Date	Tasks	Status	Hype
Adversarial Semi-Supervised Domain Adaptation for Semantic Segmentation: A New Role for Labeled Target Samples	Dec 12, 2023	Domain AdaptationSemantic Segmentation	—Unverified	0
MWSIS: Multimodal Weakly Supervised Instance Segmentation with 2D Box Annotations for Autonomous Driving	Dec 12, 2023	3D Instance SegmentationAutonomous Driving	CodeCode Available	0
Semi-supervised Active Learning for Video Action Detection	Dec 12, 2023	Action DetectionActive Learning	CodeCode Available	0
DFGET: Displacement-Field Assisted Graph Energy Transmitter for Gland Instance Segmentation	Dec 11, 2023	Instance SegmentationMulti-Task Learning	—Unverified	0
Deciphering 'What' and 'Where' Visual Pathways from Spectral Clustering of Layer-Distributed Neural Representations	Dec 11, 2023	Semantic Segmentation	CodeCode Available	0
Densify Your Labels: Unsupervised Clustering with Bipartite Matching for Weakly Supervised Point Cloud Segmentation	Dec 11, 2023	ClusteringPoint Cloud Segmentation	—Unverified	0
Point Cloud Semantic Segmentation with Sparse and Inhomogeneous Annotations	Dec 11, 2023	Semantic SegmentationWeakly-supervised Learning	CodeCode Available	0
Semantic Connectivity-Driven Pseudo-labeling for Cross-domain Segmentation	Dec 11, 2023	Domain AdaptationSemantic Segmentation	CodeCode Available	1
U-MixFormer: UNet-like Transformer with Mix-Attention for Efficient Semantic Segmentation	Dec 11, 2023	DecoderSemantic Segmentation	CodeCode Available	1
Flexible visual prompts for in-context learning in computer vision	Dec 11, 2023	Image SegmentationIn-Context Learning	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