SOTAVerified

Semantic Segmentation

Papers

Showing 14711480 of 14763 papers

TitleStatusHype
BSUV-Net: A Fully-Convolutional Neural Network for Background Subtraction of Unseen VideosCode1
A Tri-Layer Plugin to Improve Occluded DetectionCode1
3DLabelProp: Geometric-Driven Domain Generalization for LiDAR Semantic Segmentation in Autonomous DrivingCode1
Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing FlowCode1
A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trialCode1
Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional NetworksCode1
ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud UnderstandingCode1
CFPNet: Channel-wise Feature Pyramid for Real-Time Semantic SegmentationCode1
Manhattan Room Layout Reconstruction from a Single 360 image: A Comparative Study of State-of-the-art MethodsCode1
Centroid-UNet: Detecting Centroids in Aerial ImagesCode1
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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