SOTAVerified

Segmentation

Papers

Showing 12111220 of 13072 papers

TitleStatusHype
Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information RegularizationCode1
Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point CloudsCode1
BPE-Dropout: Simple and Effective Subword RegularizationCode1
Bidirectional Learning for Domain Adaptation of Semantic SegmentationCode1
Echocardiography Segmentation with Enforced Temporal ConsistencyCode1
ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic SegmentationCode1
An open-source deep learning algorithm for efficient and fully-automatic analysis of the choroid in optical coherence tomographyCode1
Efficient Semantic Video Segmentation with Per-frame InferenceCode1
Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good!Code1
Beyond Point Annotation: A Weakly Supervised Network Guided by Multi-Level Labels Generated from Four-Point Annotation for Thyroid Nodule Segmentation in Ultrasound ImageCode1
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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