SOTAVerified

Segmentation

Papers

Showing 691700 of 13072 papers

TitleStatusHype
Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic SegmentationCode1
PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in ColonoscopyCode1
Long-Tail Temporal Action Segmentation with Group-wise Temporal Logit AdjustmentCode1
Facial Wrinkle Segmentation for Cosmetic Dermatology: Pretraining with Texture Map-Based Weak SupervisionCode1
SAM-UNet:Enhancing Zero-Shot Segmentation of SAM for Universal Medical ImagesCode1
MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic SegmentationCode1
Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer DetectionCode1
Prototype Learning Guided Hybrid Network for Breast Tumor Segmentation in DCE-MRICode1
PRISM Lite: A lightweight model for interactive 3D placenta segmentation in ultrasoundCode1
Path-SAM2: Transfer SAM2 for digital pathology semantic segmentationCode1
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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