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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 521–530 of 14763 papers

Title	Date	Tasks	Status	Hype
RipVIS: Rip Currents Video Instance Segmentation Benchmark for Beach Monitoring and Safety	Apr 1, 2025	Instance SegmentationSegmentation	—Unverified	0
FSSUWNet: Mitigating the Fragility of Pre-trained Models with Feature Enhancement for Few-Shot Semantic Segmentation in Underwater Images	Apr 1, 2025	Few-Shot Semantic SegmentationSemantic Segmentation	CodeCode Available	0
CellVTA: Enhancing Vision Foundation Models for Accurate Cell Segmentation and Classification	Apr 1, 2025	Cell SegmentationInstance Segmentation	CodeCode Available	1
CrossFormer: Cross-Segment Semantic Fusion for Document Segmentation	Mar 31, 2025	RAGRetrieval-augmented Generation	—Unverified	0
Semantic Packet Aggregation and Repeated Transmission for Text-to-Image Generation	Mar 31, 2025	Image GenerationSemantic Segmentation	—Unverified	0
Adapting Vision Foundation Models for Real-time Ultrasound Image Segmentation	Mar 31, 2025	GPUImage Segmentation	—Unverified	0
WaveFormer: A 3D Transformer with Wavelet-Driven Feature Representation for Efficient Medical Image Segmentation	Mar 31, 2025	Image SegmentationMedical Image Analysis	—Unverified	0
Spectral-Adaptive Modulation Networks for Visual Perception	Mar 31, 2025	object-detectionObject Detection	CodeCode Available	1
Local Information Matters: Inference Acceleration For Grounded Conversation Generation Models Through Adaptive Local-Aware Token Pruning	Mar 31, 2025	Semantic SegmentationToken Reduction	—Unverified	0
Pre-training with 3D Synthetic Data: Learning 3D Point Cloud Instance Segmentation from 3D Synthetic Scenes	Mar 31, 2025	3D GenerationInstance Segmentation	—Unverified	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	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