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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3761–3770 of 14763 papers

Title	Date	Tasks	Status	Hype
TMT-VIS: Taxonomy-aware Multi-dataset Joint Training for Video Instance Segmentation	Dec 11, 2023	Instance SegmentationSemantic Segmentation	CodeCode Available	1
ControlNet-XS: Rethinking the Control of Text-to-Image Diffusion Models as Feedback-Control Systems	Dec 11, 2023	Image GenerationSemantic Segmentation	CodeCode Available	2
AttenScribble: Attentive Similarity Learning for Scribble-Supervised Medical Image Segmentation	Dec 11, 2023	Image SegmentationMedical Image Segmentation	—Unverified	0
A dynamic interactive learning framework for automated 3D medical image segmentation	Dec 11, 2023	Image RegistrationImage Segmentation	—Unverified	0
ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance Segmentation	Dec 11, 2023	Instance SegmentationPosition	CodeCode Available	1
Relevant Intrinsic Feature Enhancement Network for Few-Shot Semantic Segmentation	Dec 11, 2023	Few-Shot Semantic SegmentationSemantic Segmentation	—Unverified	0
DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation	Dec 11, 2023	Domain AdaptationDomain Generalization	CodeCode Available	1
SemiSAM: Enhancing Semi-Supervised Medical Image Segmentation via SAM-Assisted Consistency Regularization	Dec 11, 2023	Image SegmentationMedical Image Segmentation	CodeCode Available	1
Semantic Connectivity-Driven Pseudo-labeling for Cross-domain Segmentation	Dec 11, 2023	Domain AdaptationSemantic Segmentation	CodeCode Available	1
AM-RADIO: Agglomerative Vision Foundation Model -- Reduce All Domains Into One	Dec 10, 2023	AllBenchmarking	CodeCode Available	3

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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