SOTAVerified

Segmentation

Papers

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Showing 7851–7900 of 13072 papers

TitleStatusHype
3D Densely Convolutional Networks for VolumetricSegmentation—0
Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation—0
CellMixer: Annotation-free Semantic Cell Segmentation of Heterogeneous Cell Populations—0
Multi-organ Segmentation Network with Adversarial Performance Validator—0
Advanced Multi-Microscopic Views Cell Semi-supervised Segmentation—0
Hybrid Deep Learning Framework for Enhanced Melanoma Detection—0
Not Using the Car to See the Sidewalk -- Quantifying and Controlling the Effects of Context in Classification and Segmentation—0
DRBANET: A Lightweight Dual-Resolution Network for Semantic Segmentation with Boundary Auxiliary—0
Novel class discovery meets foundation models for 3D semantic segmentation—0
Multi-phase Liver Tumor Segmentation with Spatial Aggregation and Uncertain Region Inpainting—0
Multiphase Segmentation For Simultaneously Homogeneous and Textural Images—0
Drishti-GS: Retinal image dataset for optic nerve head(ONH) segmentation—0
A Standardized Pipeline for Colon Nuclei Identification and Counting Challenge—0
Multi-Planar Deep Segmentation Networks for Cardiac Substructures from MRI and CT—0
Numerical Uncertainty of Convolutional Neural Networks Inference for Structural Brain MRI Analysis—0
Farthest sampling segmentation of triangulated surfaces—0
A Binary Characterization Method for Shape Convexity and Applications—0
Cell image segmentation by Feature Random Enhancement Module—0
Multiple Instance Curriculum Learning for Weakly Supervised Object Detection—0
Multiple Sclerosis Lesion Activity Segmentation with Attention-Guided Two-Path CNNs—0
Farmland Parcel Delineation Using Spatio-temporal Convolutional Networks—0
An Unsupervised Ensemble-based Markov Random Field Approach to Microscope Cell Image Segmentation—0
FAN-Unet: Enhancing Unet with vision Fourier Analysis Block for Biomedical Image Segmentation—0
FANCL: Feature-Guided Attention Network with Curriculum Learning for Brain Metastases Segmentation—0
Cell as Point: One-Stage Framework for Efficient Cell Tracking—0
Multi Projection Fusion for Real-time Semantic Segmentation of 3D LiDAR Point Clouds—0
Multi-Prompt Fine-Tuning of Foundation Models for Enhanced Medical Image Segmentation—0
An Unsupervised Dialogue Topic Segmentation Model Based on Utterance Rewriting—0
Advanced Lung Nodule Segmentation and Classification for Early Detection of Lung Cancer using SAM and Transfer Learning—0
Normalized Feature Distillation for Semantic Segmentation—0
False Positive Detection and Prediction Quality Estimation for LiDAR Point Cloud Segmentation—0
Multi-Region Probabilistic Dice Similarity Coefficient using the Aitchison Distance and Bipartite Graph Matching—0
CDTS: Collaborative Detection, Tracking, and Segmentation for Online Multiple Object Segmentation in Videos—0
Multi-Resolution 3D CNN for MRI Brain Tumor Segmentation and Survival Prediction—0
Multi-Resolution Graph Neural Network for Large-Scale Pointcloud Segmentation—0
Multi-Resolution Networks for Semantic Segmentation in Whole Slide Images—0
An unsupervised approach towards promptable defect segmentation in laser-based additive manufacturing by Segment Anything—0
Multi-Scale Attentional Network for Multi-Focal Segmentation of Active Bleed after Pelvic Fractures—0
A benchmark of state-of-the-art sound event detection systems evaluated on synthetic soundscapes—0
Multi-scale Attention U-Net (MsAUNet): A Modified U-Net Architecture for Scene Segmentation—0
Normalized Cut Loss for Weakly-supervised CNN Segmentation—0
An Efficient Framework for Automated Screening of Clinically Significant Macular Edema—0
Multi-scale Cloud Detection in Remote Sensing Images using a Dual Convolutional Neural Network—0
Multi-Scale Coarse-to-Fine Segmentation for Screening Pancreatic Ductal Adenocarcinoma—0
Fake it, Mix it, Segment it: Bridging the Domain Gap Between Lidar Sensors—0
DSNet for Real-Time Driving Scene Semantic Segmentation—0
Multi-Scale Context Intertwining for Semantic Segmentation—0
Multi-Scale Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation—0
An Unsupervised Approach for Overlapping Cervical Cell Cytoplasm Segmentation—0
FAIRS -- Soft Focus Generator and Attention for Robust Object Segmentation from Extreme Points—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