SOTAVerified

Semantic Segmentation

Papers

Showing 21262150 of 14763 papers

TitleStatusHype
3D-GRES: Generalized 3D Referring Expression SegmentationCode1
Dense Self-Supervised Learning for Medical Image Segmentation0
Robust Conformal Volume Estimation in 3D Medical ImagesCode0
Language-driven Grasp Detection with Mask-guided Attention0
Background Semantics Matter: Cross-Task Feature Exchange Network for Clustered Infrared Small Target Detection With Sky-Annotated DatasetCode1
ALEN: A Dual-Approach for Uniform and Non-Uniform Low-Light Image EnhancementCode0
Rethinking RGB-D Fusion for Semantic Segmentation in Surgical Datasets0
Segmenting Fetal Head with Efficient Fine-tuning Strategies in Low-resource Settings: an empirical study with U-Net0
Improving 2D Feature Representations by 3D-Aware Fine-Tuning0
Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small DatasetsCode1
ASI-Seg: Audio-Driven Surgical Instrument Segmentation with Surgeon Intention UnderstandingCode0
Sewer Image Super-Resolution with Depth Priors and Its Lightweight Network0
Few-Shot Medical Image Segmentation with Large Kernel Attention0
Channel Boosted CNN-Transformer-based Multi-Level and Multi-Scale Nuclei Segmentation0
Ensembling convolutional neural networks for human skin segmentation0
How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation0
Three-dimensional ultrasound-based online system for automated ovarian follicle measurement0
Learning Spectral-Decomposed Tokens for Domain Generalized Semantic SegmentationCode0
A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention0
Local Binary Pattern(LBP) Optimization for Feature Extraction0
Sparse Refinement for Efficient High-Resolution Semantic Segmentation0
Enhancing Ecological Monitoring with Multi-Objective Optimization: A Novel Dataset and Methodology for Segmentation Algorithms0
TiCoSS: Tightening the Coupling between Semantic Segmentation and Stereo Matching within A Joint Learning Framework0
RefMask3D: Language-Guided Transformer for 3D Referring SegmentationCode2
Segmentation by registration-enabled SAM prompt engineering using five reference imagesCode0
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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