SOTAVerified

Semantic Segmentation

Papers

Showing 701710 of 14763 papers

TitleStatusHype
One missing piece in Vision and Language: A Survey on Comics UnderstandingCode2
DAMamba: Vision State Space Model with Dynamic Adaptive ScanCode2
DaViT: Dual Attention Vision TransformersCode2
CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic SegmentationCode2
CorrCLIP: Reconstructing Correlations in CLIP with Off-the-Shelf Foundation Models for Open-Vocabulary Semantic SegmentationCode2
Open-Vocabulary Semantic Segmentation with Mask-adapted CLIPCode2
CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale AttentionCode2
Ambiguous Medical Image Segmentation using Diffusion ModelsCode2
2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image ClassificationCode2
Coordinate Attention for Efficient Mobile Network DesignCode2
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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