SOTAVerified

Segmentation

Papers

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Showing 201–250 of 13072 papers

TitleStatusHype
Keypoints as Dynamic Centroids for Unified Human Pose and Segmentation—0
Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image SegmentationCode0
SoftPQ: Robust Instance Segmentation Evaluation via Soft Matching and Tunable ThresholdsCode0
VisionReasoner: Unified Visual Perception and Reasoning via Reinforcement LearningCode4
Improving Object Detection Performance through YOLOv8: A Comprehensive Training and Evaluation Study—0
GOUHFI: a novel contrast- and resolution-agnostic segmentation tool for Ultra-High Field MRICode0
Completely Weakly Supervised Class-Incremental Learning for Semantic Segmentation—0
ROIsGAN: A Region Guided Generative Adversarial Framework for Murine Hippocampal Subregion SegmentationCode0
MOSAIC: A Multi-View 2.5D Organ Slice Selector with Cross-Attentional Reasoning for Anatomically-Aware CT Localization in Medical Organ Segmentation—0
Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI SegmentationCode0
BoundarySeg:An Embarrassingly Simple Method To Boost Medical Image Segmentation Performance for Low Data Regimes—0
MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-LearningCode2
Recent Advances in Medical Imaging Segmentation: A SurveyCode2
FedSaaS: Class-Consistency Federated Semantic Segmentation via Global Prototype Supervision and Local Adversarial Harmonization—0
Using Foundation Models as Pseudo-Label Generators for Pre-Clinical 4D Cardiac CT Segmentation—0
MESSI: A Multi-Elevation Semantic Segmentation Image Dataset of an Urban Environment—0
Dynamic Snake Upsampling Operater and Boundary-Skeleton Weighted Loss for Tubular Structure Segmentation—0
Calibration and Uncertainty for multiRater Volume Assessment in multiorgan Segmentation (CURVAS) challenge results—0
ReSurgSAM2: Referring Segment Anything in Surgical Video via Credible Long-term TrackingCode1
GNCAF: A GNN-based Neighboring Context Aggregation Framework for Tertiary Lymphoid Structures Semantic Segmentation in WSI—0
On-Device Crack Segmentation for Edge Structural Health Monitoring—0
MAIS: Memory-Attention for Interactive Segmentation—0
Towards user-centered interactive medical image segmentation in VR with an assistive AI agent—0
Lightweight Multispectral Crop-Weed Segmentation for Precision Agriculture—0
Robust Kidney Abnormality Segmentation: A Validation Study of an AI-Based FrameworkCode0
Technical Report for ICRA 2025 GOOSE 2D Semantic Segmentation Challenge: Leveraging Color Shift Correction, RoPE-Swin Backbone, and Quantile-based Label Denoising Strategy for Robust Outdoor Scene Understanding—0
Boosting Cross-spectral Unsupervised Domain Adaptation for Thermal Semantic Segmentation—0
Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization—0
MultiTaskVIF: Segmentation-oriented visible and infrared image fusion via multi-task learning—0
ReplayCAD: Generative Diffusion Replay for Continual Anomaly DetectionCode2
Improving Open-Set Semantic Segmentation in 3D Point Clouds by Conditional Channel Capacity Maximization: Preliminary Results—0
Adapting a Segmentation Foundation Model for Medical Image Classification—0
Topo-VM-UNetV2: Encoding Topology into Vision Mamba UNet for Polyp Segmentation—0
The Application of Deep Learning for Lymph Node Segmentation: A Systematic Review—0
Brain Hematoma Marker Recognition Using Multitask Learning: SwinTransformer and Swin-Unet—0
BrainSegDMlF: A Dynamic Fusion-enhanced SAM for Brain Lesion Segmentation—0
GaMNet: A Hybrid Network with Gabor Fusion and NMamba for Efficient 3D Glioma Segmentation—0
OXSeg: Multidimensional attention UNet-based lip segmentation using semi-supervised lip contours—0
ADNP-15: An Open-Source Histopathological Dataset for Neuritic Plaque Segmentation in Human Brain Whole Slide Images with Frequency Domain Image Enhancement for Stain Normalization—0
Feature-Augmented Deep Networks for Multiscale Building Segmentation in High-Resolution UAV and Satellite Imagery—0
Histo-Miner: Deep Learning based Tissue Features Extraction Pipeline from H&E Whole Slide Images of Cutaneous Squamous Cell CarcinomaCode1
Hyb-KAN ViT: Hybrid Kolmogorov-Arnold Networks Augmented Vision Transformer—0
RAFT: Robust Augmentation of FeaTures for Image Segmentation—0
Show or Tell? A Benchmark To Evaluate Visual and Textual Prompts in Semantic SegmentationCode1
Rethinking Boundary Detection in Deep Learning-Based Medical Image SegmentationCode2
Novel Extraction of Discriminative Fine-Grained Feature to Improve Retinal Vessel SegmentationCode0
UPMAD-Net: A Brain Tumor Segmentation Network with Uncertainty Guidance and Adaptive Multimodal Feature FusionCode0
Panoramic Out-of-Distribution SegmentationCode1
Bounding Box-Guided Diffusion for Synthesizing Industrial Images and Segmentation MapCode1
3D Can Be Explored In 2D: Pseudo-Label Generation for LiDAR Point Clouds Using Sensor-Intensity-Based 2D Semantic 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