SOTAVerified

Semantic Segmentation

Papers

Showing 10911100 of 14763 papers

TitleStatusHype
Delving Deep Into Many-to-Many Attention for Few-Shot Video Object SegmentationCode1
Breaking Shortcut: Exploring Fully Convolutional Cycle-Consistency for Video Correspondence LearningCode1
AI-SAM: Automatic and Interactive Segment Anything ModelCode1
3D Part Guided Image Editing for Fine-Grained Object UnderstandingCode1
Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation ModelsCode1
Delving into Crispness: Guided Label Refinement for Crisp Edge DetectionCode1
BPKD: Boundary Privileged Knowledge Distillation For Semantic SegmentationCode1
DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable ConvolutionCode1
DeiSAM: Segment Anything with Deictic PromptingCode1
AI Playground: Unreal Engine-based Data Ablation Tool for Deep LearningCode1
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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