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Segmentation

Papers

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Showing 301–350 of 13072 papers

TitleStatusHype
FastInst: A Simple Query-Based Model for Real-Time Instance SegmentationCode2
Fast Online Object Tracking and Segmentation: A Unifying ApproachCode2
FedFMS: Exploring Federated Foundation Models for Medical Image SegmentationCode2
Fields of The World: A Machine Learning Benchmark Dataset For Global Agricultural Field Boundary SegmentationCode2
3D Face Reconstruction with the Geometric Guidance of Facial Part SegmentationCode2
Find First, Track Next: Decoupling Identification and Propagation in Referring Video Object SegmentationCode2
ASAM: Boosting Segment Anything Model with Adversarial TuningCode2
FocalClick: Towards Practical Interactive Image SegmentationCode2
FOCUS: Towards Universal Foreground SegmentationCode2
Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-trainCode2
StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic SegmentationCode2
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask InpaintingCode2
Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic SegmentationCode2
RevSAM2: Prompt SAM2 for Medical Image Segmentation via Reverse-Propagation without Fine-tuningCode2
A Simple Image Segmentation Framework via In-Context ExamplesCode2
DFormer: Rethinking RGBD Representation Learning for Semantic SegmentationCode2
Generative Active Learning for Long-tailed Instance SegmentationCode2
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous ConvolutionCode2
DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask DiffusionCode2
Scalable Video Object Segmentation with Identification MechanismCode2
Going Denser with Open-Vocabulary Part SegmentationCode2
GraCo: Granularity-Controllable Interactive SegmentationCode2
DetailCLIP: Detail-Oriented CLIP for Fine-Grained TasksCode2
DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image SegmentationCode2
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and LocalizationCode2
HiDiff: Hybrid Diffusion Framework for Medical Image SegmentationCode2
Deep learning-driven pulmonary artery and vein segmentation reveals demography-associated vasculature anatomical differencesCode2
HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal ModelCode2
Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite ImageryCode2
HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image SegmentationCode2
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
DeepGCNs: Making GCNs Go as Deep as CNNsCode2
Image Segmentation in Foundation Model Era: A SurveyCode2
In Defense of Online Models for Video Instance SegmentationCode2
DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical ImagesCode2
Deep Hierarchical Semantic SegmentationCode2
Interactive4D: Interactive 4D LiDAR SegmentationCode2
Is Weakly-supervised Action Segmentation Ready For Human-Robot Interaction? No, Let's Improve It With Action-union LearningCode2
Label Efficient Visual Abstractions for Autonomous DrivingCode2
Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial ImageryCode2
Language-driven Semantic SegmentationCode2
Delivering Arbitrary-Modal Semantic SegmentationCode2
A-Eval: A Benchmark for Cross-Dataset Evaluation of Abdominal Multi-Organ SegmentationCode2
Learning-Based Defect Recognitions for Autonomous UAV InspectionsCode2
Learning Semantic Segmentation of Large-Scale Point Clouds with Random SamplingCode2
Audio-Visual Segmentation with SemanticsCode2
A Unified Framework for 3D Scene UnderstandingCode2
LGRNet: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound VideosCode2
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable 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