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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3791–3800 of 14763 papers

Title	Date	Tasks	Status	Hype
Semi-Supervised Active Learning for Semantic Segmentation in Unknown Environments Using Informative Path Planning	Dec 7, 2023	Active LearningSegmentation	CodeCode Available	1
Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation	Dec 7, 2023	Domain Generalization	CodeCode Available	2
An unsupervised approach towards promptable defect segmentation in laser-based additive manufacturing by Segment Anything	Dec 7, 2023	Anomaly DetectionAstronomy	—Unverified	0
gcDLSeg: Integrating Graph-cut into Deep Learning for Binary Semantic Segmentation	Dec 7, 2023	SegmentationSemantic Segmentation	—Unverified	0
Novel class discovery meets foundation models for 3D semantic segmentation	Dec 6, 2023	3D Semantic SegmentationNovel Class Discovery	—Unverified	0
Bottom-Up Instance Segmentation of Catheters for Chest X-Rays	Dec 6, 2023	DisentanglementInstance Segmentation	—Unverified	0
Foundation Model Assisted Weakly Supervised Semantic Segmentation	Dec 6, 2023	image-classificationImage Classification	CodeCode Available	1
DeepPyramid+: Medical Image Segmentation using Pyramid View Fusion and Deformable Pyramid Reception	Dec 6, 2023	Image SegmentationMedical Image Segmentation	—Unverified	0
Feature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature Fields	Dec 6, 2023	3DGS3D scene Editing	CodeCode Available	2
Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation	Dec 6, 2023	Domain AdaptationImage Segmentation	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