SOTAVerified

Semantic Segmentation

Papers

Showing 39914000 of 14763 papers

TitleStatusHype
Improving Object-centric Learning with Query OptimizationCode1
Unsupervised Object Localization: Observing the Background to Discover ObjectsCode1
Unsupervised Salient Object Detection with Spectral Cluster VotingCode1
Unsupervised Scene Adaptation with Memory Regularization in vivoCode1
Exploring Cross-Image Pixel Contrast for Semantic SegmentationCode1
SERE: Exploring Feature Self-relation for Self-supervised TransformerCode1
Unsupervised Semantic Segmentation with Self-supervised Object-centric RepresentationsCode1
Discovering Object Masks with Transformers for Unsupervised Semantic SegmentationCode1
Adaptive Frequency Enhancement Network for Remote Sensing Image Semantic SegmentationCode1
Exploring Robustness of Unsupervised Domain Adaptation in Semantic 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