SOTAVerified

Segmentation

Papers

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Showing 11176–11200 of 13072 papers

TitleStatusHype
SDF-TopoNet: A Two-Stage Framework for Tubular Structure Segmentation via SDF Pre-training and Topology-Aware Fine-TuningCode0
Scribble-supervised Cell Segmentation Using Multiscale Contrastive RegularizationCode0
SimLVSeg: Simplifying Left Ventricular Segmentation in 2D+Time Echocardiograms with Self- and Weakly-Supervised LearningCode0
UniMOS: A Universal Framework For Multi-Organ Segmentation Over Label-Constrained DatasetsCode0
Timestamp-Supervised Action Segmentation from the Perspective of ClusteringCode0
Uninformed Students: Student-Teacher Anomaly Detection with Discriminative Latent EmbeddingsCode0
Scribble-based fast weak-supervision and interactive corrections for segmenting whole slide imagesCode0
TinySeg: Model Optimizing Framework for Image Segmentation on Tiny Embedded SystemsCode0
SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance SegmentationCode0
SinkSAM: A Monocular Depth-Guided SAM Framework for Automatic Sinkhole SegmentationCode0
SCOPS: Self-Supervised Co-Part SegmentationCode0
Single-Stage Open-world Instance Segmentation with Cross-task Consistency RegularizationCode0
TMS-Net: A Segmentation Network Coupled With A Run-time Quality Control Method For Robust Cardiac Image SegmentationCode0
Single-Shot Lightweight Model For The Detection of Lesions And The Prediction of COVID-19 From Chest CT ScansCode0
Single Network Panoptic Segmentation for Street Scene UnderstandingCode0
SCAttNet: Semantic Segmentation Network with Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing ImagesCode0
Self2Seg: Single-Image Self-Supervised Joint Segmentation and DenoisingCode0
Single cell resolution 3D imaging and segmentation within intact live tissuesCode0
Membership Inference Attacks are Easier on Difficult ProblemsCode0
Token Sparsification for Faster Medical Image SegmentationCode0
Sine Wave Normalization for Deep Learning-Based Tumor Segmentation in CT/PET ImagingCode0
TomatoDIFF: On-plant Tomato Segmentation with Denoising Diffusion ModelsCode0
Simultaneous Semantic and Instance Segmentation for Colon Nuclei Identification and CountingCode0
Simulation-based reinforcement learning for real-world autonomous drivingCode0
Unit Segmentation of Argumentative TextsCode0
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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