SOTAVerified

Segmentation

Papers

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Showing 3826–3850 of 13072 papers

TitleStatusHype
On the effectiveness of Rotation-Equivariance in U-Net: A Benchmark for Image Segmentation—0
ViCaS: A Dataset for Combining Holistic and Pixel-level Video Understanding using Captions with Grounded Segmentation—0
VLMs meet UDA: Boosting Transferability of Open Vocabulary Segmentation with Unsupervised Domain Adaptation—0
Multi-Stage Segmentation and Cascade Classification Methods for Improving Cardiac MRI Analysis—0
Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result FusionCode0
DAKD: Data Augmentation and Knowledge Distillation using Diffusion Models for SAR Oil Spill Segmentation—0
Unified HT-CNNs Architecture: Transfer Learning for Segmenting Diverse Brain Tumors in MRI from Gliomas to Pediatric Tumors—0
How to select slices for annotation to train best-performing deep learning segmentation models for cross-sectional medical images?—0
A feature refinement module for light-weight semantic segmentation network—0
A Deep Semantic Segmentation Network with Semantic and Contextual Refinements—0
Annotation-Efficient Task Guidance for Medical Segment AnythingCode0
CrackESS: A Self-Prompting Crack Segmentation System for Edge Devices—0
A Generative Victim Model for Segmentation—0
QCResUNet: Joint Subject-level and Voxel-level Segmentation Quality PredictionCode0
BATseg: Boundary-aware Multiclass Spinal Cord Tumor Segmentation on 3D MRI Scans—0
Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation—0
HSDA: High-frequency Shuffle Data Augmentation for Bird's-Eye-View Map SegmentationCode0
GCUNet: A GNN-Based Contextual Learning Network for Tertiary Lymphoid Structure Semantic Segmentation in Whole Slide Image—0
3D Graph Attention Networks for High Fidelity Pediatric Glioma Segmentation—0
CAD-Unet: A Capsule Network-Enhanced Unet Architecture for Accurate Segmentation of COVID-19 Lung Infections from CT ImagesCode0
Osteoporosis Prediction from Hand X-ray Images Using Segmentation-for-Classification and Self-Supervised Learning—0
DRL4AOI: A DRL Framework for Semantic-aware AOI Segmentation in Location-Based ServicesCode0
Uncertainty-aware retinal layer segmentation in OCT through probabilistic signed distance functionsCode0
Unsupervised Segmentation by Diffusing, Walking and Cutting—0
Flexible Mesh Segmentation via Reeb Graph Representation of Geometrical and Topological Features—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