SOTAVerified

Segmentation

Papers

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Showing 7551–7600 of 13072 papers

TitleStatusHype
Segmentation Network with Compound Loss Function for Hydatidiform Mole Hydrops Lesion Recognition—0
Ischemic Stroke Lesion Segmentation Using Adversarial Learning—0
Panoptic, Instance and Semantic Relations: A Relational Context Encoder to Enhance Panoptic Segmentation—0
Improving Few-Shot Part Segmentation using Coarse Supervision—0
Assessing hierarchies by their consistent segmentationsCode0
Semantic Segmentation for Point Cloud Scenes via Dilated Graph Feature Aggregation and Pyramid Decoders—0
Segmentation-Consistent Probabilistic Lesion CountingCode0
ConsInstancy: Learning Instance Representations for Semi-Supervised Panoptic Segmentation of Concrete Aggregate ParticlesCode0
Mapping Temporary Slums from Satellite Imagery using a Semi-Supervised Approach—0
Segmenting across places: The need for fair transfer learning with satellite imagery—0
Does Robustness on ImageNet Transfer to Downstream Tasks?—0
Feature-enhanced Adversarial Semi-supervised Semantic Segmentation Network for Pulmonary Embolism Annotation—0
MC-UNet Multi-module Concatenation based on U-shape Network for Retinal Blood Vessels SegmentationCode0
Convolutional Neural Network for Early Pulmonary Embolism Detection via Computed Tomography Pulmonary Angiography—0
Task-Aware Active Learning for Endoscopic Image AnalysisCode0
Super-resolved multi-temporal segmentation with deep permutation-invariant networks—0
The Swiss Army Knife for Image-to-Image Translation: Multi-Task Diffusion Models—0
Instance Segmentation of Unlabeled Modalities via Cyclic Segmentation GAN—0
SMDT: Cross-View Geo-Localization with Image Alignment and TransformerCode0
PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model—0
CCAT-NET: A Novel Transformer Based Semi-supervised Framework for Covid-19 Lung Lesion Segmentation—0
End-to-End Instance Edge Detection—0
EfficientCellSeg: Efficient Volumetric Cell Segmentation Using Context Aware PseudocoloringCode0
Birds of A Feather Flock Together: Category-Divergence Guidance for Domain Adaptive Segmentation—0
MTANet: Multitask-Aware Network With Hierarchical Multimodal Fusion for RGB-T Urban Scene Understanding—0
Towards On-Board Panoptic Segmentation of Multispectral Satellite Images—0
A deep learning framework for the detection and quantification of drusen and reticular pseudodrusen on optical coherence tomography—0
Technical Report on Subspace Pyramid Fusion Network for Semantic SegmentationCode0
A Novel Mask R-CNN Model to Segment Heterogeneous Brain Tumors through Image Subtraction—0
Revisiting Near/Remote Sensing with Geospatial Attention—0
Adversarially robust segmentation models learn perceptually-aligned gradients—0
Exemplar Learning for Medical Image Segmentation—0
ObjectMix: Data Augmentation by Copy-Pasting Objects in Videos for Action Recognition—0
GrowliFlower: An image time series dataset for GROWth analysis of cauLIFLOWER—0
Ship Segmentation and Georeferencing from Static Oblique View Images—0
FRNet: Factorized and Regular Blocks Network for Semantic Segmentation in Road SceneCode0
ReSTR: Convolution-free Referring Image Segmentation Using Transformers—0
Human Instance Segmentation and Tracking via Data Association and Single-stage Detector—0
L^3U-net: Low-Latency Lightweight U-net Based Image Segmentation Model for Parallel CNN Processors—0
COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training—0
Self-Supervised Image Representation Learning with Geometric Set Consistency—0
Image Segmentation with Adaptive Spatial Priors from Joint Registration—0
Face segmentation: A comparison between visible and thermal images—0
Category Guided Attention Network for Brain Tumor Segmentation in MRICode0
Texture based Prototypical Network for Few-Shot Semantic Segmentation of Forest Cover: Generalizing for Different Geographical Regions—0
DNN-Driven Compressive Offloading for Edge-Assisted Semantic Video Segmentation—0
Iterative, Deep Synthetic Aperture Sonar Image Segmentation—0
HUNIS: High-Performance Unsupervised Nuclei Instance Segmentation—0
A distribution-dependent Mumford-Shah model for unsupervised hyperspectral image segmentationCode0
Semantic-guided Disentangled Representation for Unsupervised Cross-modality Medical Image Segmentation—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