SOTAVerified

Segmentation

Papers

Showing 13511375 of 13072 papers

TitleStatusHype
Affinity LCFCN: Learning to Segment Fish with Weak SupervisionCode1
ClaSP -- Parameter-free Time Series SegmentationCode1
Affinity Space Adaptation for Semantic Segmentation Across DomainsCode1
FinnWoodlands DatasetCode1
Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive DistillationCode1
ClaSP - Time Series SegmentationCode1
Flight Contrail Segmentation via Augmented Transfer Learning with Novel SR Loss Function in Hough SpaceCode1
A boundary-aware point clustering approach in Euclidean and embedding spaces for roof plane segmentationCode1
Boundary-assisted Region Proposal Networks for Nucleus SegmentationCode1
Classification Calibration for Long-tail Instance SegmentationCode1
CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-FreeCode1
A Strong Baseline for Generalized Few-Shot Semantic SegmentationCode1
Encoder-Decoder Architectures for Clinically Relevant Coronary Artery SegmentationCode1
Classifying Breast Histopathology Images with a Ductal Instance-Oriented PipelineCode1
Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old LabelsCode1
Class-incremental Continual Learning for Instance Segmentation with Image-level Weak SupervisionCode1
EM-driven unsupervised learning for efficient motion segmentationCode1
clDice -- A Novel Topology-Preserving Loss Function for Tubular Structure SegmentationCode1
Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual GroupingCode1
clDice - A Novel Topology-Preserving Loss Function for Tubular Structure SegmentationCode1
ACEnet: Anatomical Context-Encoding Network for Neuroanatomy SegmentationCode1
A survey of loss functions for semantic segmentationCode1
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality ExpertsCode1
ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object SegmentationCode1
Boost the Inference with Co-training: A Depth-guided Mutual Learning Framework for Semi-supervised Medical Polyp 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