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Semantic Segmentation

Papers

Showing 17311740 of 14763 papers

TitleStatusHype
Active learning for medical image segmentation with stochastic batchesCode1
Deep Semantic Statistics Matching (D2SM) Denoising NetworkCode1
Deep Sensor Fusion with Pyramid Fusion Networks for 3D Semantic SegmentationCode1
Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance SegmentationCode1
Avatar Knowledge Distillation: Self-ensemble Teacher Paradigm with UncertaintyCode1
Adversarial Examples for Semantic Segmentation and Object DetectionCode1
A Robust Volumetric Transformer for Accurate 3D Tumor SegmentationCode1
Class Tokens Infusion for Weakly Supervised Semantic SegmentationCode1
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANsCode1
ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised LearningCode1
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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