SOTAVerified

Segmentation

Papers

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Showing 1076–1100 of 13072 papers

TitleStatusHype
GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation—0
Entropy Bootstrapping for Weakly Supervised Nuclei Detection—0
Automating Sonologists USG Commands with AI and Voice Interface—0
XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic SegmentationCode1
BelHouse3D: A Benchmark Dataset for Assessing Occlusion Robustness in 3D Point Cloud Semantic Segmentation—0
Gradient-Weighted Feature Back-Projection: A Fast Alternative to Feature Distillation in 3D Gaussian SplattingCode1
Interactive Medical Image Segmentation: A Benchmark Dataset and BaselineCode3
A Multimodal Approach Combining Structural and Cross-domain Textual Guidance for Weakly Supervised OCT SegmentationCode0
SAM Carries the Burden: A Semi-Supervised Approach Refining Pseudo Labels for Medical SegmentationCode0
Rethinking Text-Promptable Surgical Instrument Segmentation with Robust Framework—0
ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural EnhancementsCode1
Machine Learning Evaluation Metric Discrepancies across Programming Languages and Their Components: Need for Standardization—0
KAN-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling—0
Calibrated and Efficient Sampling-Free Confidence Estimation for LiDAR Scene Semantic Segmentation—0
MGNiceNet: Unified Monocular Geometric Scene UnderstandingCode0
SP ^3 : Superpixel-propagated pseudo-label learning for weakly semi-supervised medical image segmentation—0
MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models—0
TP-UNet: Temporal Prompt Guided UNet for Medical Image Segmentation—0
Cascaded Diffusion Models for 2D and 3D Microscopy Image Synthesis to Enhance Cell SegmentationCode0
DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image SegmentationCode0
Person Segmentation and Action Classification for Multi-Channel Hemisphere Field of View LiDAR SensorsCode0
Label Sharing Incremental Learning Framework for Independent Multi-Label Segmentation Tasks—0
Segmentation of Ink and Parchment in Dead Sea Scroll Fragments—0
Automatic Discovery and Assessment of Interpretable Systematic Errors in Semantic Segmentation—0
FIAS: Feature Imbalance-Aware Medical Image Segmentation with Dynamic Fusion and Mixing Attention—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