SOTAVerified

Segmentation

Papers

Showing 26712680 of 13072 papers

TitleStatusHype
Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without AnnotationCode1
Unsupervised Learning of Image Segmentation Based on Differentiable Feature ClusteringCode1
Learning Gaussian Instance Segmentation in Point CloudsCode1
EllSeg: An Ellipse Segmentation Framework for Robust Gaze TrackingCode1
PSIGAN: Joint probabilistic segmentation and image distribution matching for unpaired cross-modality adaptation based MRI segmentationCode1
Deep Learning Based Brain Tumor Segmentation: A SurveyCode1
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic SegmentationCode1
Autoregressive Unsupervised Image SegmentationCode1
Self-Supervised Nuclei Segmentation in Histopathological Images Using AttentionCode1
Interactive Video Object Segmentation Using Global and Local Transfer ModulesCode1
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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