SOTAVerified

Segmentation

Papers

Showing 201225 of 13072 papers

TitleStatusHype
Keypoints as Dynamic Centroids for Unified Human Pose and Segmentation0
PRS-Med: Position Reasoning Segmentation with Vision-Language Model in Medical Imaging0
SoftPQ: Robust Instance Segmentation Evaluation via Soft Matching and Tunable ThresholdsCode0
VisionReasoner: Unified Visual Perception and Reasoning via Reinforcement LearningCode4
GOUHFI: a novel contrast- and resolution-agnostic segmentation tool for Ultra-High Field MRICode0
Improving Object Detection Performance through YOLOv8: A Comprehensive Training and Evaluation Study0
Completely Weakly Supervised Class-Incremental Learning for Semantic Segmentation0
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 Segmentation0
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 Regimes0
MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-LearningCode2
FedSaaS: Class-Consistency Federated Semantic Segmentation via Global Prototype Supervision and Local Adversarial Harmonization0
Using Foundation Models as Pseudo-Label Generators for Pre-Clinical 4D Cardiac CT Segmentation0
Recent Advances in Medical Imaging Segmentation: A SurveyCode2
ReSurgSAM2: Referring Segment Anything in Surgical Video via Credible Long-term TrackingCode1
Calibration and Uncertainty for multiRater Volume Assessment in multiorgan Segmentation (CURVAS) challenge results0
Dynamic Snake Upsampling Operater and Boundary-Skeleton Weighted Loss for Tubular Structure Segmentation0
GNCAF: A GNN-based Neighboring Context Aggregation Framework for Tertiary Lymphoid Structures Semantic Segmentation in WSI0
MESSI: A Multi-Elevation Semantic Segmentation Image Dataset of an Urban Environment0
On-Device Crack Segmentation for Edge Structural Health Monitoring0
Lightweight Multispectral Crop-Weed Segmentation for Precision Agriculture0
Towards user-centered interactive medical image segmentation in VR with an assistive AI agent0
Robust Kidney Abnormality Segmentation: A Validation Study of an AI-Based FrameworkCode0
MAIS: Memory-Attention for Interactive Segmentation0
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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