SOTAVerified

Semantic Segmentation

Papers

Showing 951975 of 14763 papers

TitleStatusHype
CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge DistillationCode1
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea SegmentationCode1
DeepVoxNet2: Yet another CNN frameworkCode1
DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object SegmentationCode1
Deformable Kernel Networks for Joint Image FilteringCode1
Deformable Mamba for Wide Field of View SegmentationCode1
DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable ConvolutionCode1
DeiSAM: Segment Anything with Deictic PromptingCode1
All in Tokens: Unifying Output Space of Visual Tasks via Soft TokenCode1
Anti-aliasing Semantic Reconstruction for Few-Shot Semantic SegmentationCode1
1st Place Solution of The Robust Vision Challenge 2022 Semantic Segmentation TrackCode1
An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation ProblemsCode1
Active Label Correction for Semantic Segmentation with Foundation ModelsCode1
Delving into Shape-aware Zero-shot Semantic SegmentationCode1
On the Connection between Local Attention and Dynamic Depth-wise ConvolutionCode1
DenoiseRep: Denoising Model for Representation LearningCode1
3D-UCaps: 3D Capsules Unet for Volumetric Image SegmentationCode1
An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate SegmentationCode1
Dense Contrastive Learning for Self-Supervised Visual Pre-TrainingCode1
Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot SegmentationCode1
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path AggregationCode1
Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 ChallengesCode1
Cross-Layer Retrospective Retrieving via Layer AttentionCode1
Dense Siamese Network for Dense Unsupervised LearningCode1
Cross-Modal Bidirectional Interaction Model for Referring Remote Sensing Image 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