SOTAVerified

Segmentation

Papers

Showing 781790 of 13072 papers

TitleStatusHype
AutoFish: Dataset and Benchmark for Fine-grained Analysis of Fish0
DGSSA: Domain generalization with structural and stylistic augmentation for retinal vessel segmentation0
Image Segmentation: Inducing graph-based learningCode0
Superpixel Boundary Correction for Weakly-Supervised Semantic Segmentation on Histopathology Images0
LM-Net: A Light-weight and Multi-scale Network for Medical Image SegmentationCode1
Enhanced Tuberculosis Bacilli Detection using Attention-Residual U-Net and Ensemble Classification0
Salient Region Matching for Fully Automated MR-TRUS RegistrationCode0
VOILA: Complexity-Aware Universal Segmentation of CT images by Voxel Interacting with LanguageCode0
Unsupervised Speech Segmentation: A General Approach Using Speech Language ModelsCode1
Self-adaptive vision-language model for 3D segmentation of pulmonary artery and vein0
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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