SOTAVerified

Segmentation

Papers

Showing 47014725 of 13072 papers

TitleStatusHype
Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain AdaptationCode0
Improving Replay-Based Continual Semantic Segmentation with Smart Data SelectionCode0
A Novel Dataset and a Deep Learning Method for Mitosis Nuclei Segmentation and ClassificationCode0
Abdominal Aortic Aneurysm Segmentation with a Small Number of Training SubjectsCode0
Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context UnderstandingCode0
Improving Video Instance Segmentation by Light-weight Temporal Uncertainty EstimatesCode0
Improving existing segmentators performance with zero-shot segmentatorsCode0
Improving Neural Language Models by Segmenting, Attending, and Predicting the FutureCode0
Every Annotation Counts: Multi-label Deep Supervision for Medical Image SegmentationCode0
Fast Segment AnythingCode0
CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingCode0
A Novel Confidence Induced Class Activation Mapping for MRI Brain Tumor SegmentationCode0
Capsules for Object SegmentationCode0
Improving Cross-Domain Chinese Word Segmentation with Word EmbeddingsCode0
Improved Vessel Segmentation with Symmetric Rotation-Equivariant U-NetCode0
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume MixingCode0
Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approachCode0
Evaluation of Multi-indicator And Multi-organ Medical Image Segmentation ModelsCode0
USE-Evaluator: Performance Metrics for Medical Image Segmentation Models with Uncertain, Small or Empty Reference AnnotationsCode0
Improved Image Segmentation via Cost Minimization of Multiple HypothesesCode0
Improved automated lesion segmentation in whole-body FDG/PET-CT via Test-Time AugmentationCode0
Improved distinct bone segmentation in upper-body CT through multi-resolution networksCode0
Improved post-hoc probability calibration for out-of-domain MRI segmentationCode0
Improving Calibration and Out-of-Distribution Detection in Medical Image Segmentation with Convolutional Neural NetworksCode0
Improving Panoptic Segmentation for Nighttime or Low-Illumination Urban Driving ScenesCode0
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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