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Semantic Segmentation

Papers

Showing 926950 of 14763 papers

TitleStatusHype
Active learning for medical image segmentation with stochastic batchesCode1
CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge DistillationCode1
Active Learning for Improved Semi-Supervised Semantic Segmentation in Satellite ImagesCode1
1st Place Solution for YouTubeVOS Challenge 2022: Referring Video Object SegmentationCode1
Deep Domain Adaptation: A Sim2Real Neural Approach for Improving Eye-Tracking SystemsCode1
Deep Fusion of Local and Non-Local Features for Precision Landslide RecognitionCode1
ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation LearningCode1
Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and BeyondCode1
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea SegmentationCode1
Cross-Patch Dense Contrastive Learning for Semi-Supervised Segmentation of Cellular Nuclei in Histopathologic ImagesCode1
Deep Label Distribution Learning with Label AmbiguityCode1
C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain AdaptationCode1
Deep learning approach to left ventricular non-compaction measurementCode1
A Multi-Task Deep Learning Framework for Building Footprint SegmentationCode1
Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image SegmentationCode1
DAAIN: Detection of Anomalous and Adversarial Input using Normalizing FlowsCode1
A Multi-task Framework for Infrared Small Target Detection and SegmentationCode1
3D Spatial Recognition without Spatially Labeled 3DCode1
A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation ModelsCode1
DeepMIM: Deep Supervision for Masked Image ModelingCode1
All you need are a few pixels: semantic segmentation with PixelPickCode1
Cross-head mutual Mean-Teaching for semi-supervised medical image segmentationCode1
Deep Projective 3D Semantic SegmentationCode1
DeepSatData: Building large scale datasets of satellite images for training machine learning modelsCode1
Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised SegmentationCode1
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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