SOTAVerified

Segmentation

Papers

Showing 801825 of 13072 papers

TitleStatusHype
MOD-UV: Learning Mobile Object Detectors from Unlabeled VideosCode1
PerSense: Personalized Instance Segmentation in Dense ImagesCode1
Beyond Appearances: Material Segmentation with Embedded Spectral Information from RGB-D imageryCode1
ABANet: Attention boundary-aware network for image segmentationCode1
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality ExpertsCode1
Revealing Hierarchical Structure of Leaf Venations in Plant Science via Label-Efficient Segmentation: Dataset and MethodCode1
Perivascular space Identification Nnunet for Generalised Usage (PINGU)Code1
Zero Shot Context-Based Object Segmentation using SLIP (SAM+CLIP)Code1
VLSM-Adapter: Finetuning Vision-Language Segmentation Efficiently with Lightweight BlocksCode1
Enhancing surgical instrument segmentation: integrating vision transformer insights with adapterCode1
AC-MAMBASEG: An adaptive convolution and Mamba-based architecture for enhanced skin lesion segmentationCode1
BetterNet: An Efficient CNN Architecture with Residual Learning and Attention for Precision Polyp SegmentationCode1
Towards Cross-Scale Attention and Surface Supervision for Fractured Bone Segmentation in CTCode1
RaffeSDG: Random Frequency Filtering enabled Single-source Domain Generalization for Medical Image SegmentationCode1
ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance ImagingCode1
A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice AttentionCode1
Enhancing Boundary Segmentation for Topological Accuracy with Skeleton-based MethodsCode1
MFP: Making Full Use of Probability Maps for Interactive Image SegmentationCode1
CLFT: Camera-LiDAR Fusion Transformer for Semantic Segmentation in Autonomous DrivingCode1
Boosting Unsupervised Semantic Segmentation with Principal Mask ProposalsCode1
MAS-SAM: Segment Any Marine Animal with Aggregated FeaturesCode1
Ultrasound SAM Adapter: Adapting SAM for Breast Lesion Segmentation in Ultrasound ImagesCode1
X-3D: Explicit 3D Structure Modeling for Point Cloud RecognitionCode1
PRISM: A Promptable and Robust Interactive Segmentation Model with Visual PromptsCode1
Surgical-DeSAM: Decoupling SAM for Instrument Segmentation in Robotic SurgeryCode1
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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