SOTAVerified

Semantic Segmentation

Papers

Showing 37413750 of 14763 papers

TitleStatusHype
CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor0
Dual Structure-Aware Image Filterings for Semi-supervised Medical Image Segmentation0
MS-Twins: Multi-Scale Deep Self-Attention Networks for Medical Image Segmentation0
Interfacing Foundation Models' EmbeddingsCode1
Transferring CLIP's Knowledge into Zero-Shot Point Cloud Semantic Segmentation0
X4D-SceneFormer: Enhanced Scene Understanding on 4D Point Cloud Videos through Cross-modal Knowledge TransferCode0
MaxQ: Multi-Axis Query for N:M Sparsity NetworkCode1
ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical ImageCode2
Adversarial Semi-Supervised Domain Adaptation for Semantic Segmentation: A New Role for Labeled Target Samples0
MCFNet: Multi-scale Covariance Feature Fusion Network for Real-time Semantic Segmentation0
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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