SOTAVerified

Semantic Segmentation

Papers

Showing 28712880 of 14763 papers

TitleStatusHype
AsymFormer: Asymmetrical Cross-Modal Representation Learning for Mobile Platform Real-Time RGB-D Semantic SegmentationCode1
Is segmentation uncertainty useful?Code1
ISTR: End-to-End Instance Segmentation with TransformersCode1
Iteratively Trained Interactive SegmentationCode1
CV 3315 Is All You Need : Semantic Segmentation CompetitionCode1
Exploring Cross-Image Pixel Contrast for Semantic SegmentationCode1
Improving deep neural network generalization and robustness to background bias via layer-wise relevance propagation optimizationCode1
Context Label Learning: Improving Background Class Representations in Semantic SegmentationCode1
ISNet: Integrate Image-Level and Semantic-Level Context for Semantic SegmentationCode1
ISIM: Iterative Self-Improved Model for Weakly Supervised 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