SOTAVerified

Semantic Segmentation

Papers

Showing 27112720 of 14763 papers

TitleStatusHype
SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic SegmentationCode1
Prior-guided Diffusion Model for Cell Segmentation in Quantitative Phase Imaging0
Zero-shot Degree of Ill-posedness Estimation for Active Small Object Change Detection0
VLSM-Adapter: Finetuning Vision-Language Segmentation Efficiently with Lightweight BlocksCode1
Enhancing Weakly Supervised Semantic Segmentation with Multi-modal Foundation Models: An End-to-End Approach0
GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNsCode2
Context-Guided Spatial Feature Reconstruction for Efficient Semantic SegmentationCode2
Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale AttentionCode2
Multi-Target Unsupervised Domain Adaptation for Semantic Segmentation without External DataCode0
Multi-level Personalized Federated Learning on Heterogeneous and Long-Tailed Data0
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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