SOTAVerified

Segmentation

Papers

Showing 69016950 of 13072 papers

TitleStatusHype
A Robust Volumetric Transformer for Accurate 3D Tumor SegmentationCode1
Mask Transfiner for High-Quality Instance SegmentationCode1
Modeling Annotator Preference and Stochastic Annotation Error for Medical Image SegmentationCode1
Exploiting full Resolution Feature Context for Liver Tumor and Vessel Segmentation via Integrate Framework: Application to Liver Tumor and Vessel 3D Reconstruction under embedded microprocessorCode0
Efficient Self-Ensemble for Semantic SegmentationCode1
Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory RequirementsCode0
Uncertainty Aware Proposal Segmentation for Unknown Object Detection0
AGCN: Adversarial Graph Convolutional Network for 3D Point Cloud SegmentationCode1
NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes0
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic SegmentationCode1
Non Parametric Data Augmentations Improve Deep-Learning based Brain Tumor Segmentation0
Consensus Synergizes with Memory: A Simple Approach for Anomaly Segmentation in Urban Scenes0
Meta Mask Correction for Nuclei Segmentation in Histopathological Image0
Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentationCode1
SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive LearningCode1
Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving ScenesCode1
APANet: Adaptive Prototypes Alignment Network for Few-Shot Semantic Segmentation0
Causality-inspired Single-source Domain Generalization for Medical Image SegmentationCode1
Multi-Modality Microscopy Image Style Transfer for Nuclei Segmentation0
Learning Dynamic Compact Memory Embedding for Deformable Visual Object Tracking0
The RETA Benchmark for Retinal Vascular Tree Analysis0
Unsupervised COVID-19 Lesion Segmentation in CT Using Cycle Consistent Generative Adversarial Network0
Panoptic Segmentation Meets Remote Sensing0
Bounding Box-Free Instance Segmentation Using Semi-Supervised Learning for Generating a City-Scale Vehicle Dataset0
Monocular Arbitrary Moving Object Discovery and SegmentationCode1
ATLANTIS: A Benchmark for Semantic Segmentation of Waterbody ImagesCode1
Depth-aware Object Segmentation and Grasp Detection for Robotic Picking TasksCode1
Improving Semantic Image Segmentation via Label Fusion in Semantically Textured MeshesCode1
Adversarial Examples on Segmentation Models Can be Easy to Transfer0
Exploring Feature Representation Learning for Semi-supervised Medical Image SegmentationCode0
MaIL: A Unified Mask-Image-Language Trimodal Network for Referring Image Segmentation0
CpT: Convolutional Point Transformer for 3D Point Cloud Processing0
One-shot Weakly-Supervised Segmentation in Medical ImagesCode1
GMSRF-Net: An improved generalizability with global multi-scale residual fusion network for polyp segmentationCode1
FlowVOS: Weakly-Supervised Visual Warping for Detail-Preserving and Temporally Consistent Single-Shot Video Object Segmentation0
FAMINet: Learning Real-time Semi-supervised Video Object Segmentation with Steepest Optimized Optical FlowCode1
PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation0
Bi-Mix: Bidirectional Mixing for Domain Adaptive Nighttime Semantic SegmentationCode1
An Analysis of the Influence of Transfer Learning When Measuring the Tortuosity of Blood VesselsCode0
Panoptic Segmentation: A ReviewCode1
ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object SegmentationCode1
Factorisation-based Image LabellingCode0
Evaluating Self and Semi-Supervised Methods for Remote Sensing Segmentation Tasks0
Edge-preserving Domain Adaptation for semantic segmentation of Medical Images0
Dynamically pruning segformer for efficient semantic segmentation0
Interactive segmentation using U-Net with weight map and dynamic user interactions0
Whole Heart Anatomical Refinement from CCTA using Extrapolation and Parcellation0
Segmentation of Lung Tumor from CT Images using Deep Supervision0
SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive DerainingCode1
Transfer Learning in Polyp and Endoscopic Tool Segmentation from Colonoscopy ImagesCode0
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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