SOTAVerified

Semantic Segmentation

Papers

Showing 10511075 of 14763 papers

TitleStatusHype
Breaking Shortcut: Exploring Fully Convolutional Cycle-Consistency for Video Correspondence LearningCode1
Building Extraction from Remote Sensing Images via an Uncertainty-Aware NetworkCode1
Delving into Crispness: Guided Label Refinement for Crisp Edge DetectionCode1
Dense Contrastive Learning for Self-Supervised Visual Pre-TrainingCode1
Depth-aware Test-Time Training for Zero-shot Video Object SegmentationCode1
DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image SegmentationCode1
Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and SynthesisCode1
Activate or Not: Learning Customized ActivationCode1
DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable ConvolutionCode1
BoxVIS: Video Instance Segmentation with Box AnnotationsCode1
BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance SegmentationCode1
Deformable Mamba for Wide Field of View SegmentationCode1
DeiSAM: Segment Anything with Deictic PromptingCode1
A Large-Scale Network Construction and Lightweighting Method for Point Cloud Semantic SegmentationCode1
ActionVOS: Actions as Prompts for Video Object SegmentationCode1
BoxSnake: Polygonal Instance Segmentation with Box SupervisionCode1
A Large-Scale Benchmark for Food Image SegmentationCode1
ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical ContrastCode1
BPKD: Boundary Privileged Knowledge Distillation For Semantic SegmentationCode1
DeiT III: Revenge of the ViTCode1
Bounding Box Tightness Prior for Weakly Supervised Image SegmentationCode1
Deformable ConvNets v2: More Deformable, Better ResultsCode1
DeepVoxNet2: Yet another CNN frameworkCode1
BoxeR: Box-Attention for 2D and 3D TransformersCode1
DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object 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