SOTAVerified

Semantic Segmentation

Papers

Showing 11261150 of 14763 papers

TitleStatusHype
LiDAR-Camera Fusion for Video Panoptic Segmentation without Video Training0
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency RegularizationCode0
Optical Character Recognition using Convolutional Neural Networks for Ashokan Brahmi Inscriptions0
Image Augmentation Agent for Weakly Supervised Semantic Segmentation0
Uncertainty Quantified Deep Learning and Regression Analysis Framework for Image Segmentation of Skin Cancer LesionsCode0
SegKAN: High-Resolution Medical Image Segmentation with Long-Distance DependenciesCode0
Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation0
Toward Modality Gap: Vision Prototype Learning for Weakly-supervised Semantic Segmentation with CLIP0
ProKAN: Progressive Stacking of Kolmogorov-Arnold Networks for Efficient Liver Segmentation0
Towards Open-Vocabulary Remote Sensing Image Semantic SegmentationCode2
A Large-scale Interpretable Multi-modality Benchmark for Facial Image Forgery Localization0
Impact of color and mixing proportion of synthetic point clouds on semantic segmentationCode0
Mask Factory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation0
When SAM2 Meets Video Shadow and Mirror DetectionCode0
CALICO: Part-Focused Semantic Co-Segmentation with Large Vision-Language Models0
Federated Learning with Partially Labeled Data: A Conditional Distillation Approach0
HELPNet: Hierarchical Perturbations Consistency and Entropy-guided Ensemble for Scribble Supervised Medical Image SegmentationCode0
AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction0
UniPLV: Towards Label-Efficient Open-World 3D Scene Understanding by Regional Visual Language Supervision0
Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-shot GeneralizationCode1
VisionGRU: A Linear-Complexity RNN Model for Efficient Image AnalysisCode1
Uncertainty-Participation Context Consistency Learning for Semi-supervised Semantic SegmentationCode1
LangSurf: Language-Embedded Surface Gaussians for 3D Scene Understanding0
QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image SegmentationCode1
AFANet: Adaptive Frequency-Aware Network for Weakly-Supervised Few-Shot Semantic SegmentationCode1
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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