SOTAVerified

Segmentation

Papers

Showing 30413050 of 13072 papers

TitleStatusHype
From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image SegmentationCode1
Style Blind Domain Generalized Semantic Segmentation via Covariance Alignment and Semantic Consistence Contrastive LearningCode1
Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic SegmentationCode1
SUM: A Benchmark Dataset of Semantic Urban MeshesCode1
Boundary and Entropy-driven Adversarial Learning for Fundus Image SegmentationCode0
Bottom-Up Shift and Reasoning for Referring Image SegmentationCode0
Model Guidance via Explanations Turns Image Classifiers into Segmentation ModelsCode0
Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture of Stochastic ExpertsCode0
Modality-Independent Brain Lesion Segmentation with Privacy-aware Continual LearningCode0
Model-based inexact graph matching on top of CNNs for semantic scene understandingCode0
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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