SOTAVerified

Semantic Segmentation

Papers

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Showing 5701–5750 of 14763 papers

TitleStatusHype
VALE: A Multimodal Visual and Language Explanation Framework for Image Classifiers using eXplainable AI and Language ModelsCode0
Research on Improved U-net Based Remote Sensing Image Segmentation Algorithm—0
The 2nd Solution for LSVOS Challenge RVOS Track: Spatial-temporal Refinement for Consistent Semantic Segmentation—0
EUIS-Net: A Convolutional Neural Network for Efficient Ultrasound Image Segmentation—0
FedGS: Federated Gradient Scaling for Heterogeneous Medical Image SegmentationCode0
Exploring Scene Affinity for Semi-Supervised LiDAR Semantic SegmentationCode0
Exploiting XAI maps to improve MS lesion segmentation and detection in MRI—0
ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep StagingCode0
Enhancing Cross-Modal Medical Image Segmentation through CompositionalityCode0
Open-Ended 3D Point Cloud Instance Segmentation—0
Denoising Plane Wave Ultrasound Images Using Diffusion Probabilistic Models—0
Rethinking Video Segmentation with Masked Video Consistency: Did the Model Learn as Intended?—0
Radio U-Net: a convolutional neural network to detect diffuse radio sources in galaxy clusters and beyond—0
The Instance-centric Transformer for the RVOS Track of LSVOS Challenge: 3rd Place Solution—0
Comparison of lidar semantic segmentation performance on the structured SemanticKITTI and off-road RELLIS-3D datasets—0
LSVOS Challenge 3rd Place Report: SAM2 and Cutie based VOS—0
CO2Wounds-V2: Extended Chronic Wounds Dataset From Leprosy PatientsCode0
Joint Reconstruction and Spatial Super-Resolution of Hyper-Spectral CTIS Images via Multi-Scale RefinementCode0
Near, far: Patch-ordering enhances vision foundation models' scene understanding—0
Vocabulary-Free 3D Instance Segmentation with Vision and Language Assistant—0
MV-MOS: Multi-View Feature Fusion for 3D Moving Object SegmentationCode0
An Interpretable Deep Learning Approach for Morphological Script Type Analysis—0
Detecting Adversarial Attacks in Semantic Segmentation via Uncertainty Estimation: A Deep Analysis—0
Leveraging Superfluous Information in Contrastive Representation Learning—0
Imbalance-Aware Culvert-Sewer Defect Segmentation Using an Enhanced Feature Pyramid Network—0
Video Object Segmentation via SAM 2: The 4th Solution for LSVOS Challenge VOS Track—0
UNINEXT-Cutie: The 1st Solution for LSVOS Challenge RVOS Track—0
3D-Aware Instance Segmentation and Tracking in Egocentric Videos—0
Segment-Anything Models Achieve Zero-shot Robustness in Autonomous DrivingCode0
MedMAP: Promoting Incomplete Multi-modal Brain Tumor Segmentation with Alignment—0
OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based CamerasCode0
Elite360M: Efficient 360 Multi-task Learning via Bi-projection Fusion and Cross-task Collaboration—0
Depth-guided Texture Diffusion for Image Semantic Segmentation—0
GoodSAM++: Bridging Domain and Capacity Gaps via Segment Anything Model for Panoramic Semantic Segmentation—0
Cross-Species Data Integration for Enhanced Layer Segmentation in Kidney PathologyCode0
Retrieval-augmented Few-shot Medical Image Segmentation with Foundation Models—0
Tell Codec What Worth Compressing: Semantically Disentangled Image Coding for Machine with LMMs—0
Fire Dynamic Vision: Image Segmentation and Tracking for Multi-Scale Fire and Plume BehaviorCode0
Zero-Shot Dual-Path Integration Framework for Open-Vocabulary 3D Instance Segmentation—0
Tuning a SAM-Based Model with Multi-Cognitive Visual Adapter to Remote Sensing Instance Segmentation—0
MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation—0
Leveraging Perceptual Scores for Dataset Pruning in Computer Vision Tasks—0
Segment Using Just One Example—0
Cross-aware Early Fusion with Stage-divided Vision and Language Transformer Encoders for Referring Image Segmentation—0
Perspectives: Comparison of Deep Learning Segmentation Models on Biophysical and Biomedical DataCode0
Ensemble architecture in polyp segmentationCode0
Enhancing Autonomous Vehicle Perception in Adverse Weather through Image Augmentation during Semantic Segmentation TrainingCode0
MagicFace: Training-free Universal-Style Human Image Customized Synthesis—0
Prompt-Based Segmentation at Multiple Resolutions and Lighting Conditions using Segment Anything Model 2—0
Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models—0
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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
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation 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