SOTAVerified

Segmentation

Papers

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Showing 3151–3175 of 13072 papers

TitleStatusHype
GMISeg: General Medical Image Segmentation without Re-Training—0
CASR: Refining Action Segmentation via Marginalizing Frame-levle Causal Relationships—0
Energy efficiency in Edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification—0
OmniSeg3D: Omniversal 3D Segmentation via Hierarchical Contrastive LearningCode1
GP-NeRF: Generalized Perception NeRF for Context-Aware 3D Scene Understanding—0
Exploring Lip Segmentation Techniques in Computer Vision: A Comparative Analysis—0
Fuzzy Information Seeded Region Growing for Automated Lesions After Stroke Segmentation in MR Brain ImagesCode1
Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation—0
Few-shot Multispectral Segmentation with Representations Generated by Reinforcement LearningCode0
Generalized Category Discovery in Semantic SegmentationCode1
SA-Med2D-20M Dataset: Segment Anything in 2D Medical Imaging with 20 Million masksCode3
A 3D Multi-Style Cross-Modality Segmentation Framework for Segmenting Vestibular Schwannoma and Cochlea—0
Few-Shot Classification & Segmentation Using Large Language Models Agent—0
GeoSAM: Fine-tuning SAM with Multi-Modal Prompts for Mobility Infrastructure SegmentationCode1
Optimizing rgb-d semantic segmentation through multi-modal interaction and pooling attention—0
Open-Vocabulary Camouflaged Object SegmentationCode2
DatasetNeRF: Efficient 3D-aware Data Factory with Generative Radiance FieldsCode0
A Foundation Model for Cell Segmentation—0
Morphology-Enhanced CAM-Guided SAM for weakly supervised Breast Lesion SegmentationCode1
Enhancing Transformer-Based Segmentation for Breast Cancer Diagnosis using Auto-Augmentation and Search Optimisation Techniques—0
Introducing NCL-SM: A Fully Annotated Dataset of Images from Human Skeletal Muscle BiopsiesCode0
ShapeMatcher: Self-Supervised Joint Shape Canonicalization, Segmentation, Retrieval and DeformationCode1
Estimating Uncertainty in Landslide Segmentation Models—0
LightBTSeg: A lightweight breast tumor segmentation model using ultrasound images via dual-path joint knowledge distillation—0
Zero-Shot Digital Rock Image Segmentation with a Fine-Tuned Segment Anything Model—0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified