SOTAVerified

Semantic Segmentation

Papers

Showing 64516475 of 14763 papers

TitleStatusHype
Investigating the changes in BOLD responses during viewing of images with varied complexity: An fMRI time-series based analysis on human visionCode0
Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image SegmentationCode0
Intrapartum Ultrasound Image Segmentation of Pubic Symphysis and Fetal Head Using Dual Student-Teacher Framework with CNN-ViT Collaborative LearningCode0
Intra-class Patch Swap for Self-DistillationCode0
Inter-Rater Uncertainty Quantification in Medical Image Segmentation via Rater-Specific Bayesian Neural NetworksCode0
A new dataset for measuring the performance of blood vessel segmentation methods under distribution shiftsCode0
Intracranial Hemorrhage Segmentation Using Deep Convolutional ModelCode0
Budgeted Training: Rethinking Deep Neural Network Training Under Resource ConstraintsCode0
Volumetric medical image segmentation through dual self-distillation in U-shaped networksCode0
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple SclerosisCode0
Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Medical Image SegmentationCode0
Dual Prototypical Contrastive Learning for Few-shot Semantic SegmentationCode0
A New Perspective to Boost Performance Fairness for Medical Federated LearningCode0
Handling new target classes in semantic segmentation with domain adaptationCode0
BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting FramesCode0
Interpretability-guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy DataCode0
Simulation of Brain Resection for Cavity Segmentation Using Self-Supervised and Semi-Supervised LearningCode0
Image Segmentation by Iterative Inference from Conditional Score EstimationCode0
Interpreting a Semantic Segmentation Model for Coastline DetectionCode0
Simultaneous Semantic and Instance Segmentation for Colon Nuclei Identification and CountingCode0
BTSeg: Barlow Twins Regularization for Domain Adaptation in Semantic SegmentationCode0
ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic SegmentationCode0
Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray SegmentationCode0
Interpolated SelectionConv for Spherical Images and SurfacesCode0
Inter- and intra-uncertainty based feature aggregation model for semi-supervised histopathology image segmentationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation mIoU62.9Unverified
6BEiT-3Validation mIoU62.8Unverified
7EVAValidation mIoU62.3Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5Unverified
10FD-SwinV2-GValidation mIoU61.4Unverified