SOTAVerified

Semantic Segmentation

Papers

Showing 26912700 of 14763 papers

TitleStatusHype
Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image SegmentationCode1
Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image SegmentationCode1
MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object DetectionCode1
ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic SegmentationCode1
A Simple and Powerful Global Optimization for Unsupervised Video Object SegmentationCode1
Dynamic Graph CNN for Learning on Point CloudsCode1
Incremental Learning Techniques for Semantic SegmentationCode1
Dynamic Graph Message Passing Networks for Visual RecognitionCode1
CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale AttentionCode1
A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language ModelCode1
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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