SOTAVerified

Segmentation

Papers

Showing 501525 of 13072 papers

TitleStatusHype
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with TransformersCode2
Label-Free Liver Tumor SegmentationCode2
PyMIC: A deep learning toolkit for annotation-efficient medical image segmentationCode2
COB-GS: Clear Object Boundaries in 3DGS Segmentation Based on Boundary-Adaptive Gaussian SplittingCode2
CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse TransformersCode2
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion ModelsCode2
UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation PipelineCode1
Collaborating Foundation Models for Domain Generalized Semantic SegmentationCode1
Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-Contrast CT ScansCode1
AsymFormer: Asymmetrical Cross-Modal Representation Learning for Mobile Platform Real-Time RGB-D Semantic SegmentationCode1
Code-free development and deployment of deep segmentation models for digital pathologyCode1
Collaborative Video Object Segmentation by Foreground-Background IntegrationCode1
Adaptive Superpixel for Active Learning in Semantic SegmentationCode1
A Survey on Deep Learning Technique for Video SegmentationCode1
A survey of loss functions for semantic segmentationCode1
Coarse to Fine Multi-Resolution Temporal Convolutional NetworkCode1
Collaborative Video Object Segmentation by Multi-Scale Foreground-Background IntegrationCode1
CoactSeg: Learning from Heterogeneous Data for New Multiple Sclerosis Lesion SegmentationCode1
Coarse-to-Fine Amodal Segmentation with Shape PriorCode1
AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene SegmentationCode1
Labeling Neural Representations with Inverse RecognitionCode1
A Strong Baseline for Generalized Few-Shot Semantic SegmentationCode1
Coarse-to-Fine Covid-19 Segmentation via Vision-Language AlignmentCode1
CMU-Net: A Strong ConvMixer-based Medical Ultrasound Image Segmentation NetworkCode1
Adaptive Prototype Learning and Allocation for Few-Shot 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