SOTAVerified

Segmentation

Papers

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Showing 10801–10850 of 13072 papers

TitleStatusHype
Towards Efficient and Accurate CT Segmentation via Edge-Preserving Probabilistic Downsampling—0
Towards Emergent Language Symbolic Semantic Segmentation and Model Interpretability—0
Towards Fair and Robust Face Parsing for Generative AI: A Multi-Objective Approach—0
Towards Fast and Accurate Neural Chinese Word Segmentation with Multi-Criteria Learning—0
Towards Fast and Accurate Segmentation—0
Towards Fine-grained Interactive Segmentation in Images and Videos—0
Towards Flexible Visual Relationship Segmentation—0
Towards Fully Automated Segmentation of Rat Cardiac MRI by Leveraging Deep Learning Frameworks—0
Towards Generalising Neural Implicit Representations—0
Towards Generalizing Temporal Action Segmentation to Unseen Views—0
Towards Good Practices for Instance Segmentation—0
Towards Good Practices for Video Object Segmentation—0
Towards holistic scene understanding: Semantic segmentation and beyond—0
Towards increased trustworthiness of deep learning segmentation methods on cardiac MRI—0
Surface-SOS: Self-Supervised Object Segmentation via Neural Surface RepresentationCode0
Surgical Scene Segmentation by Transformer With Asymmetric Feature EnhancementCode0
Micro-Batch Training with Batch-Channel Normalization and Weight StandardizationCode0
VTNFP: An Image-Based Virtual Try-On Network With Body and Clothing Feature PreservationCode0
Rethinking Vision Transformer for Object Centric Foundation ModelsCode0
Pushing the limits of cell segmentation models for imaging mass cytometryCode0
Rethinking the transfer learning for FCN based polyp segmentation in colonoscopyCode0
Susceptibility of Adversarial Attack on Medical Image Segmentation ModelsCode0
Supervized Segmentation with Graph-Structured Deep Metric LearningCode0
Rethinking Polyp Segmentation from an Out-of-Distribution PerspectiveCode0
Supervised Uncertainty Quantification for Segmentation with Multiple AnnotationsCode0
Supervised Saliency Map Driven Segmentation of the Lesions in Dermoscopic ImagesCode0
Upgraded W-Net with Attention Gates and its Application in Unsupervised 3D Liver SegmentationCode0
PENet: A Joint Panoptic Edge Detection NetworkCode0
Supervised and unsupervised segmentation using superpixels, model estimation, and Graph Cut.Code0
Super-Resolution Based Patch-Free 3D Image Segmentation with High-Frequency GuidanceCode0
Rethinking Normalization and Elimination Singularity in Neural NetworksCode0
Superpixel Segmentation Using Gaussian Mixture ModelCode0
UPMAD-Net: A Brain Tumor Segmentation Network with Uncertainty Guidance and Adaptive Multimodal Feature FusionCode0
Superpixel Sampling NetworksCode0
SwinVFTR: A Novel Volumetric Feature-learning Transformer for 3D OCT Fluid SegmentationCode0
Rethinking Interactive Image Segmentation: Feature Space AnnotationCode0
SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch EmbeddingsCode0
UPSNet: A Unified Panoptic Segmentation NetworkCode0
Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical ImagingCode0
ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed dataCode0
Punctate White Matter Lesion Segmentation in Preterm Infants Powered by Counterfactually Generative LearningCode0
Syllable-aware Neural Language Models: A Failure to Beat Character-aware OnesCode0
PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentationCode0
Superpixel HierarchyCode0
WAL-Net: Weakly supervised auxiliary task learning network for carotid plaques classificationCode0
SegSort: Segmentation by Discriminative Sorting of SegmentsCode0
Wandering around: A bioinspired approach to visual attention through object motion sensitivityCode0
Superpixel Convolutional Networks using Bilateral InceptionsCode0
Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video PairsCode0
SegRet: An Efficient Design for Semantic Segmentation with Retentive NetworkCode0
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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