SOTAVerified

Semantic Segmentation

Papers

Showing 15811590 of 14763 papers

TitleStatusHype
Multi-style conversion for semantic segmentation of lesions in fundus images by adversarial attacksCode0
Railway LiDAR semantic segmentation based on intelligent semi-automated data annotation0
Adversarial Neural Networks in Medical Imaging Advancements and Challenges in Semantic Segmentation0
EP-SAM: Weakly Supervised Histopathology Segmentation via Enhanced Prompt with Segment AnythingCode1
SiamSeg: Self-Training with Contrastive Learning for Unsupervised Domain Adaptation Semantic Segmentation in Remote SensingCode1
Day-Night Adaptation: An Innovative Source-free Adaptation Framework for Medical Image Segmentation0
LESS: Label-Efficient and Single-Stage Referring 3D SegmentationCode1
SemSim: Revisiting Weak-to-Strong Consistency from a Semantic Similarity Perspective for Semi-supervised Medical Image Segmentation0
Agent Skill Acquisition for Large Language Models via CycleQDCode1
Explainable Binary Classification of Separable Shape Ensembles0
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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