SOTAVerified

Semantic Segmentation

Papers

Showing 20812090 of 14763 papers

TitleStatusHype
Challenge Summary U-MedSAM: Uncertainty-aware MedSAM for Medical Image Segmentation0
MedUHIP: Towards Human-In-the-Loop Medical Segmentation0
NuLite -- Lightweight and Fast Model for Nuclei Instance Segmentation and ClassificationCode1
LAM3D: Leveraging Attention for Monocular 3D Object Detection0
Bayesian Active Learning for Semantic Segmentation0
A Comparative Analysis of CNN-based Deep Learning Models for Landslide Detection0
Music2P: A Multi-Modal AI-Driven Tool for Simplifying Album Cover DesignCode0
Leveraging GNSS and Onboard Visual Data from Consumer Vehicles for Robust Road Network Estimation0
SHARP-Net: A Refined Pyramid Network for Deficiency Segmentation in Culverts and Sewer Pipes0
Multi-Unit Floor Plan Recognition and Reconstruction Using Improved Semantic Segmentation of Raster-Wise Floor Plans0
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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