SOTAVerified

Semantic Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1101–1150 of 14763 papers

TitleStatusHype
Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation—0
Keep the Balance: A Parameter-Efficient Symmetrical Framework for RGB+X Semantic Segmentation—0
Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation—0
DefMamba: Deformable Visual State Space Model—0
VidSeg: Training-free Video Semantic Segmentation based on Diffusion Models—0
Improving Semi-Supervised Semantic Segmentation with Sliced-Wasserstein Feature Alignment and Uniformity—0
nnWNet: Rethinking the Use of Transformers in Biomedical Image Segmentation and Calling for a Unified Evaluation BenchmarkCode2
SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning—0
Efficient Decoupled Feature 3D Gaussian Splatting via Hierarchical Compression—0
PolarNeXt: Rethink Instance Segmentation with Polar Representation—0
Towards Continual Universal Segmentation—0
Star with Bilinear Mapping—0
CoMBO: Conflict Mitigation via Branched Optimization for Class Incremental Segmentation—0
Track Any Anomalous Object:A Granular Video Anomaly Detection Pipeline—0
Multivariate Human Activity Segmentation: Systematic Benchmark with ClaSPCode0
Scale-wise Bidirectional Alignment Network for Referring Remote Sensing Image Segmentation—0
FGAseg: Fine-Grained Pixel-Text Alignment for Open-Vocabulary Semantic SegmentationCode1
OVGaussian: Generalizable 3D Gaussian Segmentation with Open VocabulariesCode0
Gaussian Building Mesh (GBM): Extract a Building's 3D Mesh with Google Earth and Gaussian Splatting—0
H-Net: A Multitask Architecture for Simultaneous 3D Force Estimation and Stereo Semantic Segmentation in Intracardiac Catheters—0
PanoSLAM: Panoptic 3D Scene Reconstruction via Gaussian SLAMCode0
A Novel Shape Guided Transformer Network for Instance Segmentation in Remote Sensing Images—0
Residual Connection Networks in Medical Image Processing: Exploration of ResUnet++ Model Driven by Human Computer Interaction—0
Solar Filaments Detection using Active Contours Without Edges—0
Dual-Space Augmented Intrinsic-LoRA for Wind Turbine Segmentation—0
LiDAR-Camera Fusion for Video Panoptic Segmentation without Video Training—0
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency RegularizationCode0
Optical Character Recognition using Convolutional Neural Networks for Ashokan Brahmi Inscriptions—0
Image Augmentation Agent for Weakly Supervised Semantic Segmentation—0
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 Segmentation—0
Toward Modality Gap: Vision Prototype Learning for Weakly-supervised Semantic Segmentation with CLIP—0
ProKAN: Progressive Stacking of Kolmogorov-Arnold Networks for Efficient Liver Segmentation—0
Towards Open-Vocabulary Remote Sensing Image Semantic SegmentationCode2
A Large-scale Interpretable Multi-modality Benchmark for Facial Image Forgery Localization—0
Impact of color and mixing proportion of synthetic point clouds on semantic segmentationCode0
Mask Factory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation—0
When SAM2 Meets Video Shadow and Mirror DetectionCode0
CALICO: Part-Focused Semantic Co-Segmentation with Large Vision-Language Models—0
Federated Learning with Partially Labeled Data: A Conditional Distillation Approach—0
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 Correction—0
UniPLV: Towards Label-Efficient Open-World 3D Scene Understanding by Regional Visual Language Supervision—0
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 Understanding—0
QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image SegmentationCode1
AFANet: Adaptive Frequency-Aware Network for Weakly-Supervised Few-Shot Semantic SegmentationCode1
Show:102550
← PrevPage 23 of 296Next →
All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified