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Segmentation

Papers

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Showing 201–250 of 13072 papers

TitleStatusHype
FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image SegmentationCode2
FACT: Frame-Action Cross-Attention Temporal Modeling for Efficient Action SegmentationCode2
3DSAM-adapter: Holistic adaptation of SAM from 2D to 3D for promptable tumor segmentationCode2
HiDiff: Hybrid Diffusion Framework for Medical Image SegmentationCode2
FastInst: A Simple Query-Based Model for Real-Time Instance SegmentationCode2
High-Precision Dichotomous Image Segmentation via Probing Diffusion CapacityCode2
ESP-MedSAM: Efficient Self-Prompting SAM for Universal Domain-Generalized Medical Image SegmentationCode2
Fast Online Object Tracking and Segmentation: A Unifying ApproachCode2
H-vmunet: High-order Vision Mamba UNet for Medical Image SegmentationCode2
Hybrid-Segmentor: A Hybrid Approach to Automated Fine-Grained Crack Segmentation in Civil InfrastructureCode2
Efficient Video Object Segmentation via Modulated Cross-Attention MemoryCode2
Image Segmentation in Foundation Model Era: A SurveyCode2
Improving Nighttime Driving-Scene Segmentation via Dual Image-adaptive Learnable FiltersCode2
Improving Semantic Segmentation via Video Propagation and Label RelaxationCode2
InstMove: Instance Motion for Object-centric Video SegmentationCode2
InstructSeg: Unifying Instructed Visual Segmentation with Multi-modal Large Language ModelsCode2
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene ImageryCode2
Interlaced Sparse Self-Attention for Semantic SegmentationCode2
Label-Free Liver Tumor SegmentationCode2
Language-driven Semantic SegmentationCode2
LaSagnA: Language-based Segmentation Assistant for Complex QueriesCode2
3DTeethSeg'22: 3D Teeth Scan Segmentation and Labeling ChallengeCode2
EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image SegmentationCode2
LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body ImagingCode2
LGRNet: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound VideosCode2
LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image SegmentationCode2
FastSurfer-HypVINN: Automated sub-segmentation of the hypothalamus and adjacent structures on high-resolutional brain MRICode2
LLM-Seg: Bridging Image Segmentation and Large Language Model ReasoningCode2
FreeSOLO: Learning to Segment Objects without AnnotationsCode2
Dynamic Snake Convolution based on Topological Geometric Constraints for Tubular Structure SegmentationCode2
Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale DatasetCode2
DINO in the Room: Leveraging 2D Foundation Models for 3D SegmentationCode2
Masked-attention Mask Transformer for Universal Image SegmentationCode2
Masked Generative DistillationCode2
Matcher: Segment Anything with One Shot Using All-Purpose Feature MatchingCode2
3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image SegmentationCode2
MCIBI++: Soft Mining Contextual Information Beyond Image for Semantic SegmentationCode2
MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image SegmentationCode2
A Multi-objective Optimization Benchmark Test Suite for Real-time Semantic SegmentationCode2
Scalable Video Object Segmentation with Identification MechanismCode2
Diversified and Personalized Multi-rater Medical Image SegmentationCode2
EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic SegmentationCode2
Memorize What Matters: Emergent Scene Decomposition from MultitraverseCode2
MemSAM: Taming Segment Anything Model for Echocardiography Video SegmentationCode2
DiffusionInst: Diffusion Model for Instance SegmentationCode2
MeViS: A Large-scale Benchmark for Video Segmentation with Motion ExpressionsCode2
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable DiffusionCode2
Dilated Neighborhood Attention TransformerCode2
A-Eval: A Benchmark for Cross-Dataset Evaluation of Abdominal Multi-Organ SegmentationCode2
DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask DiffusionCode2
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified