SOTAVerified

Semantic Segmentation

Papers

Showing 19311940 of 14763 papers

TitleStatusHype
Real-time Semantic Segmentation via Spatial-detail Guided Context PropagationCode1
Delving Deep Into Many-to-Many Attention for Few-Shot Video Object SegmentationCode1
BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image SegmentationCode1
Object Segmentation Without Labels with Large-Scale Generative ModelsCode1
Accelerating Volumetric Medical Image Annotation via Short-Long Memory SAM 2Code1
Bilateral Network with Residual U-blocks and Dual-Guided Attention for Real-time Semantic SegmentationCode1
Delving into Crispness: Guided Label Refinement for Crisp Edge DetectionCode1
Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image SegmentationCode1
On the Connection between Local Attention and Dynamic Depth-wise ConvolutionCode1
DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point CloudsCode1
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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