SOTAVerified

Semantic Segmentation

Papers

Showing 34313440 of 14763 papers

TitleStatusHype
All in Tokens: Unifying Output Space of Visual Tasks via Soft TokenCode1
DeiSAM: Segment Anything with Deictic PromptingCode1
Segment Everything Everywhere All at OnceCode1
MARS: Mask Attention Refinement with Sequential Quadtree Nodes for Car Damage Instance SegmentationCode1
Is Attention Better Than Matrix Decomposition?Code1
iSAID: A Large-scale Dataset for Instance Segmentation in Aerial ImagesCode1
DeepCut: Unsupervised Segmentation using Graph Neural Networks ClusteringCode1
ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic ConvolutionCode1
Deformable Mamba for Wide Field of View SegmentationCode1
Deformable Kernel Networks for Joint Image FilteringCode1
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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