SOTAVerified

Segmentation

Papers

Showing 31513160 of 13072 papers

TitleStatusHype
Hierarchical Self-Prompting SAM: A Prompt-Free Medical Image Segmentation Framework0
Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object SegmentationCode0
Efficient 3D Brain Tumor Segmentation with Axial-Coronal-Sagittal EmbeddingCode0
Scene Detection Policies and Keyframe Extraction Strategies for Large-Scale Video Analysis0
Contrast-Invariant Self-supervised Segmentation for Quantitative Placental MRI0
Federated Unsupervised Semantic Segmentation0
PixelThink: Towards Efficient Chain-of-Pixel Reasoning0
PCA for Enhanced Cross-Dataset Generalizability in Breast Ultrasound Tumor Segmentation0
Robust and Annotation-Free Wound Segmentation on Noisy Real-World Pressure Ulcer Images: Towards Automated DESIGN-R Assessment0
Bridging Classical and Modern Computer Vision: PerceptiveNet for Tree Crown Semantic Segmentation0
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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