SOTAVerified

Segmentation

Papers

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Showing 976–1000 of 13072 papers

TitleStatusHype
MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated ModalitiesCode1
Understanding the Impact of Evaluation Metrics in Kinetic Models for Consensus-based Segmentation—0
Point-GR: Graph Residual Point Cloud Network for 3D Object Classification and Segmentation—0
Domain-Agnostic Stroke Lesion Segmentation Using Physics-Constrained Synthetic DataCode0
Semantic Segmentation Prior for Diffusion-Based Real-World Super-Resolution—0
Progressive Vision-Language Prompt for Multi-Organ Multi-Class Cell Semantic Segmentation with Single Branch—0
Panoptic Diffusion Models: co-generation of images and segmentation maps—0
SJTU:Spatial judgments in multimodal models towards unified segmentation through coordinate detectionCode0
Topology-Preserving Image Segmentation with Spatial-Aware Persistent Feature Matching—0
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image SegmentationCode0
Multi-scale and Multi-path Cascaded Convolutional Network for Semantic Segmentation of Colorectal Polyps—0
RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression SegmentationCode1
U-Net in Medical Image Segmentation: A Review of Its Applications Across Modalities—0
AH-OCDA: Amplitude-based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation—0
TACO: Training-free Sound Prompted Segmentation via Semantically Constrained Audio-visual CO-factorization—0
Enhancing Crop Segmentation in Satellite Image Time Series with Transformer Networks—0
Multi-Granularity Video Object SegmentationCode1
MambaU-Lite: A Lightweight Model based on Mamba and Integrated Channel-Spatial Attention for Skin Lesion SegmentationCode1
A2VIS: Amodal-Aware Approach to Video Instance Segmentation—0
SeqAfford: Sequential 3D Affordance Reasoning via Multimodal Large Language Model—0
Detection, Pose Estimation and Segmentation for Multiple Bodies: Closing the Virtuous CircleCode3
CellSeg1: Robust Cell Segmentation with One Training ImageCode1
Token Cropr: Faster ViTs for Quite a Few TasksCode1
TSUBF-Net: Trans-Spatial UNet-like Network with Bi-direction Fusion for Segmentation of Adenoid Hypertrophy in CT—0
DPE-Net: Dual-Parallel Encoder Based Network for Semantic Segmentation of Polyps—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