SOTAVerified

Segmentation

Papers

Showing 11011150 of 13072 papers

TitleStatusHype
Diffusion Model is Secretly a Training-free Open Vocabulary Semantic SegmenterCode1
Multi-label affordance mapping from egocentric visionCode1
GenSelfDiff-HIS: Generative Self-Supervision Using Diffusion for Histopathological Image SegmentationCode1
ArSDM: Colonoscopy Images Synthesis with Adaptive Refinement Semantic Diffusion ModelsCode1
Contrastive Grouping with Transformer for Referring Image SegmentationCode1
dacl10k: Benchmark for Semantic Bridge Damage SegmentationCode1
Coarse-to-Fine Amodal Segmentation with Shape PriorCode1
3D-STMN: Dependency-Driven Superpoint-Text Matching Network for End-to-End 3D Referring Expression SegmentationCode1
Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-LearningCode1
Ref-Diff: Zero-shot Referring Image Segmentation with Generative ModelsCode1
PointOcc: Cylindrical Tri-Perspective View for Point-based 3D Semantic Occupancy PredictionCode1
Self-supervised Semantic Segmentation: Consistency over TransformationCode1
Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRICode1
CircleFormer: Circular Nuclei Detection in Whole Slide Images with Circle Queries and AttentionCode1
Shatter and Gather: Learning Referring Image Segmentation with Text SupervisionCode1
Learning to Upsample by Learning to SampleCode1
Semi-Supervised Learning for Visual Bird's Eye View Semantic SegmentationCode1
1st Place Solution for the 5th LSVOS Challenge: Video Instance SegmentationCode1
Referring Image Segmentation Using Text SupervisionCode1
Transfer Learning for Microstructure Segmentation with CS-UNet: A Hybrid Algorithm with Transformer and CNN EncodersCode1
SamDSK: Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image SegmentationCode1
Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in TransformersCode1
Integrating Boxes and Masks: A Multi-Object Framework for Unified Visual Tracking and SegmentationCode1
A Re-Parameterized Vision Transformer (ReVT) for Domain-Generalized Semantic SegmentationCode1
Less is More: Towards Efficient Few-shot 3D Semantic Segmentation via Training-free NetworksCode1
Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image SegmentationCode1
SPPNet: A Single-Point Prompt Network for Nuclei Image SegmentationCode1
How Much Temporal Long-Term Context is Needed for Action Segmentation?Code1
BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation DatasetCode1
Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic SegmentationCode1
Unsupervised Dialogue Topic Segmentation in Hyperdimensional SpaceCode1
ASY-VRNet: Waterway Panoptic Driving Perception Model based on Asymmetric Fair Fusion of Vision and 4D mmWave RadarCode1
False Negative/Positive Control for SAM on Noisy Medical ImagesCode1
SurgicalSAM: Efficient Class Promptable Surgical Instrument SegmentationCode1
Denoising Diffusion Probabilistic Model for Retinal Image Generation and SegmentationCode1
Exploring Transfer Learning in Medical Image Segmentation using Vision-Language ModelsCode1
Self-Prompting Large Vision Models for Few-Shot Medical Image SegmentationCode1
A One Stop 3D Target Reconstruction and multilevel Segmentation MethodCode1
DeepMAO: Deep Multi-scale Aware Overcomplete Network for Building Segmentation in Satellite ImageryCode1
TongueSAM: An Universal Tongue Segmentation Model Based on SAM with Zero-ShotCode1
Polyp-SAM++: Can A Text Guided SAM Perform Better for Polyp Segmentation?Code1
SegPrompt: Boosting Open-world Segmentation via Category-level Prompt LearningCode1
FoodSAM: Any Food SegmentationCode1
Masked Diffusion as Self-supervised Representation LearnerCode1
Pseudo-label Alignment for Semi-supervised Instance SegmentationCode1
PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic SegmentationCode1
Large-Scale Multi-Hypotheses Cell Tracking Using Ultrametric Contours MapsCode1
Unsupervised Camouflaged Object Segmentation as Domain AdaptationCode1
AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene SegmentationCode1
Boosting Few-shot 3D Point Cloud Segmentation via Query-Guided EnhancementCode1
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Benchmark Results

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