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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3661–3670 of 14763 papers

Title	Date	Tasks	Status	Hype
SurgicalPart-SAM: Part-to-Whole Collaborative Prompting for Surgical Instrument Segmentation	Dec 22, 2023	SegmentationSemantic Segmentation	CodeCode Available	1
SCUNet++: Swin-UNet and CNN Bottleneck Hybrid Architecture with Multi-Fusion Dense Skip Connection for Pulmonary Embolism CT Image Segmentation	Dec 22, 2023	DecoderDiagnostic	CodeCode Available	1
Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection	Dec 21, 2023	Anomaly DetectionSegmentation	CodeCode Available	1
Dual Attention U-Net with Feature Infusion: Pushing the Boundaries of Multiclass Defect Segmentation	Dec 21, 2023	Edge DetectionFeature Engineering	CodeCode Available	1
Weakly Supervised Semantic Segmentation for Driving Scenes	Dec 21, 2023	Semantic SegmentationWeakly supervised Semantic Segmentation	CodeCode Available	1
TagAlign: Improving Vision-Language Alignment with Multi-Tag Classification	Dec 21, 2023	AttributeOpen Vocabulary Semantic Segmentation	CodeCode Available	1
Testing the Segment Anything Model on radiology data	Dec 20, 2023	image-classificationImage Classification	—Unverified	0
BEVSeg2TP: Surround View Camera Bird's-Eye-View Based Joint Vehicle Segmentation and Ego Vehicle Trajectory Prediction	Dec 20, 2023	Autonomous VehiclesDecoder	—Unverified	0
MetaSegNet: Metadata-collaborative Vision-Language Representation Learning for Semantic Segmentation of Remote Sensing Images	Dec 20, 2023	Earth ObservationRepresentation Learning	—Unverified	0
FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise	Dec 20, 2023	Federated LearningImage 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