SOTAVerified

Segmentation

Papers

Showing 151175 of 13072 papers

TitleStatusHype
LlamaSeg: Image Segmentation via Autoregressive Mask Generation0
What You Perceive Is What You Conceive: A Cognition-Inspired Framework for Open Vocabulary Image Segmentation0
Lung Nodule Segmentation: Exploring Data Efficiency and Advanced Architectures0
Domain and Task-Focused Example Selection for Data-Efficient Contrastive Medical Image SegmentationCode0
CDPDNet: Integrating Text Guidance with Hybrid Vision Encoders for Medical Image SegmentationCode0
Deformable Attentive Visual Enhancement for Referring Segmentation Using Vision-Language Model0
How Do Images Align and Complement LiDAR? Towards a Harmonized Multi-modal 3D Panoptic SegmentationCode1
SW-ViT: A Spatio-Temporal Vision Transformer Network with Post Denoiser for Sequential Multi-Push Ultrasound Shear Wave Elastography0
Unsupervised cell segmentation by fast Gaussian ProcessesCode0
ThinkVideo: High-Quality Reasoning Video Segmentation with Chain of ThoughtsCode0
FreqU-FNet: Frequency-Aware U-Net for Imbalanced Medical Image Segmentation0
Promptable cancer segmentation using minimal expert-curated dataCode0
A Unified Multi-Scale Attention-Based Network for Automatic 3D Segmentation of Lung Parenchyma & Nodules In Thoracic CT ImagesCode0
SemSegBench & DetecBench: Benchmarking Reliability and Generalization Beyond ClassificationCode0
How We Won the ISLES'24 Challenge by PreprocessingCode0
BOTM: Echocardiography Segmentation via Bi-directional Optimal Token Matching0
InstructPart: Task-Oriented Part Segmentation with Instruction Reasoning0
F-ANcGAN: An Attention-Enhanced Cycle Consistent Generative Adversarial Architecture for Synthetic Image Generation of NanoparticlesCode0
CENet: Context Enhancement Network for Medical Image SegmentationCode1
Assessing the generalization performance of SAM for ureteroscopy scene understanding0
GPT Editors, Not Authors: The Stylistic Footprint of LLMs in Academic Preprints0
Native Segmentation Vision Transformers0
Auto-nnU-Net: Towards Automated Medical Image SegmentationCode0
OpenSeg-R: Improving Open-Vocabulary Segmentation via Step-by-Step Visual ReasoningCode1
Learning Beyond Limits: Multitask Learning and Synthetic Data for Low-Resource Canonical Morpheme 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