SOTAVerified

Segmentation

Papers

Showing 24012425 of 13072 papers

TitleStatusHype
Chapter Captor: Text Segmentation in NovelsCode1
Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentationsCode1
Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual NormalizationCode1
Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image RestorationCode1
Deep learning in magnetic resonance prostate segmentation: A review and a new perspectiveCode1
DeepMAO: Deep Multi-scale Aware Overcomplete Network for Building Segmentation in Satellite ImageryCode1
Class-incremental Continual Learning for Instance Segmentation with Image-level Weak SupervisionCode1
Code-free development and deployment of deep segmentation models for digital pathologyCode1
Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image DataCode1
Generalized Wasserstein Dice Score, Distributionally Robust Deep Learning, and Ranger for brain tumor segmentation: BraTS 2020 challengeCode1
Deep Metric Learning for Open World Semantic SegmentationCode1
Deep Sensor Fusion with Pyramid Fusion Networks for 3D Semantic SegmentationCode1
Demystifying Brain Tumour Segmentation Networks: Interpretability and Uncertainty AnalysisCode1
CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray SegmentationCode1
Geodesic-Former: a Geodesic-Guided Few-shot 3D Point Cloud Instance SegmenterCode1
Geometrically-driven Aggregation for Zero-shot 3D Point Cloud UnderstandingCode1
GeoSegNet: Point Cloud Semantic Segmentation via Geometric Encoder-Decoder ModelingCode1
Geo-Semantic SegmentationCode1
A Probabilistic U-Net for Segmentation of Ambiguous ImagesCode1
GFNet: Geometric Flow Network for 3D Point Cloud Semantic SegmentationCode1
D-Former: A U-shaped Dilated Transformer for 3D Medical Image SegmentationCode1
Adversarial Continual Learning for Multi-Domain Hippocampal SegmentationCode1
Document-level Relation Extraction as Semantic SegmentationCode1
Global Aggregation then Local Distribution for Scene ParsingCode1
Deep Instruction Tuning for Segment Anything ModelCode1
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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