SOTAVerified

Segmentation

Papers

Showing 32763300 of 13072 papers

TitleStatusHype
RadSAM: Segmenting 3D radiological images with a 2D promptable model0
LymphAtlas- A Unified Multimodal Lymphoma Imaging Repository Delivering AI-Enhanced Diagnostic InsightCode0
Pixels2Points: Fusing 2D and 3D Features for Facial Skin Segmentation0
Leveraging Modified Ex Situ Tomography Data for Segmentation of In Situ Synchrotron X-Ray Computed Tomography0
Iterative Event-based Motion Segmentation by Variational Contrast MaximizationCode0
Nearly isotropic segmentation for medial temporal lobe subregions in multi-modality MRI0
NUDF: Neural Unsigned Distance Fields for high resolution 3D medical image segmentation0
Beyond Labels: Zero-Shot Diabetic Foot Ulcer Wound Segmentation with Self-attention Diffusion Models and the Potential for Text-Guided Customization0
SAIP-Net: Enhancing Remote Sensing Image Segmentation via Spectral Adaptive Information Propagation0
RGB-D Video Object Segmentation via Enhanced Multi-store Feature Memory0
Performance Estimation for Supervised Medical Image Segmentation Models on Unlabeled Data Using UniverSeg0
WMKA-Net: A Weighted Multi-Kernel Attention NetworkMethod for Retinal Vessel Segmentation0
EmoSEM: Segment and Explain Emotion Stimuli in Visual Art0
Med-2D SegNet: A Light Weight Deep Neural Network for Medical 2D Image Segmentation0
Lightweight Road Environment Segmentation using Vector Quantization0
Segregation and Context Aggregation Network for Real-time Cloud Segmentation0
Segment Any Crack: Deep Semantic Segmentation Adaptation for Crack Detection0
ViG3D-UNet: Volumetric Vascular Connectivity-Aware Segmentation via 3D Vision Graph Representation0
Few-Shot Referring Video Single- and Multi-Object Segmentation via Cross-Modal Affinity with Instance Sequence MatchingCode0
Occlusion-Ordered Semantic Instance Segmentation0
A Novel Hybrid Approach for Retinal Vessel Segmentation with Dynamic Long-Range Dependency and Multi-Scale Retinal Edge Fusion EnhancementCode0
Cardiac MRI Semantic Segmentation for Ventricles and Myocardium using Deep Learning0
FocusNet: Transformer-enhanced Polyp Segmentation with Local and Pooling AttentionCode0
Zero-Shot Industrial Anomaly Segmentation with Image-Aware Prompt GenerationCode0
Putting the Segment Anything Model to the Test with 3D Knee MRI - A Comparison with State-of-the-Art PerformanceCode0
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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