SOTAVerified

Segmentation

Papers

Showing 33013325 of 13072 papers

TitleStatusHype
Putting the Segment Anything Model to the Test with 3D Knee MRI - A Comparison with State-of-the-Art PerformanceCode0
Hybrid Dense-UNet201 Optimization for Pap Smear Image Segmentation Using Spider Monkey Optimization0
TextDiffSeg: Text-guided Latent Diffusion Model for 3d Medical Images Segmentation0
Analysis of the MICCAI Brain Tumor Segmentation -- Metastases (BraTS-METS) 2025 Lighthouse Challenge: Brain Metastasis Segmentation on Pre- and Post-treatment MRI0
Uncertainty-Guided Coarse-to-Fine Tumor Segmentation with Anatomy-Aware Post-Processing0
Cross-Frequency Collaborative Training Network and Dataset for Semi-supervised First Molar Root Canal Segmentation0
A Category-Fragment Segmentation Framework for Pelvic Fracture Segmentation in X-ray ImagesCode0
TSAL: Few-shot Text Segmentation Based on Attribute Learning0
PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild0
AgentPolyp: Accurate Polyp Segmentation via Image Enhancement Agent0
MediSee: Reasoning-based Pixel-level Perception in Medical Images0
Real-time Seafloor Segmentation and Mapping0
HDC: Hierarchical Distillation for Multi-level Noisy Consistency in Semi-Supervised Fetal Ultrasound Segmentation0
Efficient Brain Tumor Segmentation Using a Dual-Decoder 3D U-Net with Attention Gates (DDUNet)0
IGL-DT: Iterative Global-Local Feature Learning with Dual-Teacher Semantic Segmentation Framework under Limited Annotation Scheme0
MASSeg : 2nd Technical Report for 4th PVUW MOSE TrackCode0
MorphTok: Morphologically Grounded Tokenization for Indian Languages0
OmniMamba4D: Spatio-temporal Mamba for longitudinal CT lesion segmentation0
ToolTipNet: A Segmentation-Driven Deep Learning Baseline for Surgical Instrument Tip Detection0
FVOS for MOSE Track of 4th PVUW Challenge: 3rd Place Solution0
Multi-Modal Brain Tumor Segmentation via 3D Multi-Scale Self-attention and Cross-attention0
AerOSeg: Harnessing SAM for Open-Vocabulary Segmentation in Remote Sensing Images0
PathSeqSAM: Sequential Modeling for Pathology Image Segmentation with SAM2Code0
Hands-On: Segmenting Individual Signs from Continuous Sequences0
Do Segmentation Models Understand Vascular Structure? A Blob-Based XAI Framework0
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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