SOTAVerified

Segmentation

Papers

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Showing 4901–4950 of 13072 papers

TitleStatusHype
Exploiting Partial Common Information Microstructure for Multi-Modal Brain Tumor SegmentationCode0
Selecting the Best Optimizers for Deep Learning based Medical Image Segmentation—0
Multi-Task Self-Supervised Learning for Image Segmentation Task—0
Semantic Diffusion Network for Semantic Segmentation—0
CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasksCode1
Weakly-Supervised 3D Medical Image Segmentation using Geometric Prior and Contrastive Similarity—0
Variational multichannel multiclass segmentation using unsupervised lifting with CNNs—0
Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction PerspectiveCode1
Multi-Task Learning for Screen Content Image CodingCode0
PSST! Prosodic Speech Segmentation with TransformersCode1
Deep Learning (DL)-based Automatic Segmentation of the Internal Pudendal Artery (IPA) for Reduction of Erectile Dysfunction in Definitive Radiotherapy of Localized Prostate Cancer—0
Leveraging weak complementary labels to improve semantic segmentation of hepatocellular carcinoma and cholangiocarcinoma in H&E-stained slides—0
IKEA-Manual: Seeing Shape Assembly Step by Step—0
MOSE: A New Dataset for Video Object Segmentation in Complex ScenesCode2
Paced-Curriculum Distillation with Prediction and Label Uncertainty for Image SegmentationCode1
FCB-SwinV2 Transformer for Polyp Segmentation—0
AOP-Net: All-in-One Perception Network for Joint LiDAR-based 3D Object Detection and Panoptic Segmentation—0
Fuzzy Superpixel-based Image Segmentation—0
Continuous U-Net: Faster, Greater and Noiseless—0
Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans—0
ViewCo: Discovering Text-Supervised Segmentation Masks via Multi-View Semantic ConsistencyCode0
CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical ObjectsCode2
Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel DescriptorsCode1
Improved distinct bone segmentation in upper-body CT through multi-resolution networksCode0
ParticleSeg3D: A Scalable Out-of-the-Box Deep Learning Segmentation Solution for Individual Particle Characterization from Micro CT Images in Mineral Processing and RecyclingCode1
CSDN: Combing Shallow and Deep Networks for Accurate Real-time Segmentation of High-definition Intravascular Ultrasound Images—0
SeaFormer++: Squeeze-enhanced Axial Transformer for Mobile Visual RecognitionCode2
Audio-Visual Segmentation with SemanticsCode2
Maximal Cliques on Multi-Frame Proposal Graph for Unsupervised Video Object Segmentation—0
ProtoSeg: Interpretable Semantic Segmentation with Prototypical PartsCode1
Weakly Supervised Image Segmentation Beyond Tight Bounding Box AnnotationsCode0
Neural Gas Network Image Features and Segmentation for Brain Tumor Detection Using Magnetic Resonance Imaging DataCode0
ZegOT: Zero-shot Segmentation Through Optimal Transport of Text PromptsCode1
PrecTime: A Deep Learning Architecture for Precise Time Series Segmentation in Industrial Manufacturing Operations—0
Dual-View Selective Instance Segmentation Network for Unstained Live Adherent Cells in Differential Interference Contrast Images—0
The Projection-Enhancement Network (PEN)Code0
Boundary Aware U-Net for Glacier SegmentationCode0
Learning from Mistakes: Self-Regularizing Hierarchical Representations in Point Cloud Semantic Segmentation—0
Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion ApproachCode1
3D Tooth Mesh Segmentation with Simplified Mesh Cell RepresentationCode1
Flow-guided Semi-supervised Video Object Segmentation—0
Multimodal Interactive Lung Lesion Segmentation: A Framework for Annotating PET/CT Images based on Physiological and Anatomical CuesCode0
Enhanced Sharp-GAN For Histopathology Image Synthesis—0
Gender-Segmented Labor Markets and Foreign Demand Shocks—0
Recurrent Generic Contour-based Instance Segmentation with Progressive LearningCode1
Document Summarization with Text Segmentation—0
Improving Sketch Colorization using Adversarial Segmentation ConsistencyCode1
MedSegDiff-V2: Diffusion based Medical Image Segmentation with TransformerCode3
SoftEnNet: Symbiotic Monocular Depth Estimation and Lumen Segmentation for Colonoscopy Endorobots—0
Spatially Covariant Lesion Segmentation—0
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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