SOTAVerified

Semantic Segmentation

Papers

Showing 10711080 of 14763 papers

TitleStatusHype
Take the Bull by the Horns: Learning to Segment Hard SamplesCode0
SAM2Object: Consolidating View Consistency via SAM2 for Zero-Shot 3D Instance Segmentation0
DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation0
Higher-Order Ratio Cycles for Fast and Globally Optimal Shape MatchingCode0
Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation0
Keep the Balance: A Parameter-Efficient Symmetrical Framework for RGB+X Semantic Segmentation0
Perceptual Inductive Bias Is What You Need Before Contrastive Learning0
Camouflage Anything: Learning to Hide using Controlled Out-painting and Representation Engineering0
Universal Domain Adaptation for Semantic SegmentationCode0
A Semantic Knowledge Complementarity based Decoupling Framework for Semi-supervised Class-imbalanced Medical Image 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