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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1381–1390 of 14763 papers

Title	Date	Tasks	Status	Hype
Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation	Dec 6, 2023	Domain AdaptationImage Segmentation	CodeCode Available	1
Foundation Model Assisted Weakly Supervised Semantic Segmentation	Dec 6, 2023	image-classificationImage Classification	CodeCode Available	1
Panoptica -- instance-wise evaluation of 3D semantic and instance segmentation maps	Dec 5, 2023	Instance SegmentationSegmentation	CodeCode Available	1
AI-SAM: Automatic and Interactive Segment Anything Model	Dec 5, 2023	Medical Image SegmentationSemantic Segmentation	CodeCode Available	1
PartSLIP++: Enhancing Low-Shot 3D Part Segmentation via Multi-View Instance Segmentation and Maximum Likelihood Estimation	Dec 5, 2023	3D Instance Segmentation3D Part Segmentation	CodeCode Available	1
Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation	Dec 4, 2023	DiversityDomain Adaptation	CodeCode Available	1
Learning Efficient Unsupervised Satellite Image-based Building Damage Detection	Dec 4, 2023	Building Damage AssessmentDamaged Building Detection	CodeCode Available	1
Strong but simple: A Baseline for Domain Generalized Dense Perception by CLIP-based Transfer Learning	Dec 4, 2023	Domain Generalizationobject-detection	CodeCode Available	1
Geometrically-driven Aggregation for Zero-shot 3D Point Cloud Understanding	Dec 4, 2023	SegmentationSemantic Segmentation	CodeCode Available	1
SCLIP: Rethinking Self-Attention for Dense Vision-Language Inference	Dec 4, 2023	SegmentationSemantic 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	InternImage-H	Validation mIoU	62.9	—	Unverified
5	M3I Pre-training (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