SOTAVerified

Semantic Segmentation

Papers

Showing 40264050 of 14763 papers

TitleStatusHype
Pelvic floor MRI segmentation based on semi-supervised deep learning0
GLaMM: Pixel Grounding Large Multimodal ModelCode2
Deep Image Semantic Communication Model for Artificial Intelligent Internet of ThingsCode1
ISAR: A Benchmark for Single- and Few-Shot Object Instance Segmentation and Re-Identification0
An Empirical Study of Uncertainty in Polygon Annotation and the Impact of Quality Assurance0
SSL-DG: Rethinking and Fusing Semi-supervised Learning and Domain Generalization in Medical Image SegmentationCode0
TFNet: Tuning Fork Network with Neighborhood Pixel Aggregation for Improved Building Footprint Extraction0
PotholeGuard: A Pothole Detection Approach by Point Cloud Semantic Segmentation0
Dataset for flood area recognition with semantic segmentation0
Adapting Segment Anything Model (SAM) through Prompt-based Learning for Enhanced Protein Identification in Cryo-EM MicrographsCode1
FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound ScalingCode1
Using DUCK-Net for Polyp Image SegmentationCode1
MineSegSAT: An automated system to evaluate mining disturbed area extents from Sentinel-2 imageryCode0
Medical Image Segmentation with Domain Adaptation: A SurveyCode2
EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-SupervisionCode2
AiluRus: A Scalable ViT Framework for Dense PredictionCode0
MemorySeg: Online LiDAR Semantic Segmentation with a Latent Memory0
Scattering Vision Transformer: Spectral Mixing Matters0
Overhead Line Defect Recognition Based on Unsupervised Semantic Segmentation0
Augmentation is AUtO-Net: Augmentation-Driven Contrastive Multiview Learning for Medical Image Segmentation0
CML-MOTS: Collaborative Multi-task Learning for Multi-Object Tracking and Segmentation0
A deep learning experiment for semantic segmentation of overlapping characters in palimpsests0
Hybrid-Fusion Transformer for Multisequence MRICode0
Patch-Based Deep Unsupervised Image Segmentation using Graph Cuts0
SDF4CHD: Generative Modeling of Cardiac Anatomies with Congenital Heart Defects0
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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