SOTAVerified

Semantic Segmentation

Papers

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Showing 1401–1450 of 14763 papers

TitleStatusHype
Automating Sonologists USG Commands with AI and Voice Interface—0
ClickTrack: Towards Real-time Interactive Single Object Tracking—0
Entropy Bootstrapping for Weakly Supervised Nuclei Detection—0
Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT SegmentationCode0
BelHouse3D: A Benchmark Dataset for Assessing Occlusion Robustness in 3D Point Cloud Semantic Segmentation—0
XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic SegmentationCode1
GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation—0
Interactive Medical Image Segmentation: A Benchmark Dataset and BaselineCode3
SAM Carries the Burden: A Semi-Supervised Approach Refining Pseudo Labels for Medical SegmentationCode0
A Multimodal Approach Combining Structural and Cross-domain Textual Guidance for Weakly Supervised OCT SegmentationCode0
Visualizing Loss Functions as Topological Landscape Profiles—0
DiM: f-Divergence Minimization Guided Sharpness-Aware Optimization for Semi-supervised Medical Image Segmentation—0
ADV2E: Bridging the Gap Between Analogue Circuit and Discrete Frames in the Video-to-Events Simulator—0
Calibrated and Efficient Sampling-Free Confidence Estimation for LiDAR Scene Semantic Segmentation—0
KAN-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling—0
ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural EnhancementsCode1
Reducing Label Dependency for Underwater Scene Understanding: A Survey of Datasets, Techniques and Applications—0
SP ^3 : Superpixel-propagated pseudo-label learning for weakly semi-supervised medical image segmentation—0
TP-UNet: Temporal Prompt Guided UNet for Medical Image Segmentation—0
Zero-Shot Automatic Annotation and Instance Segmentation using LLM-Generated Datasets: Eliminating Field Imaging and Manual Annotation for Deep Learning Model Development—0
IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet VideosCode2
MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models—0
Label Sharing Incremental Learning Framework for Independent Multi-Label Segmentation Tasks—0
DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image SegmentationCode0
Diffusion-Based Semantic Segmentation of Lumbar Spine MRI Scans of Lower Back Pain PatientsCode0
Automatic Discovery and Assessment of Interpretable Systematic Errors in Semantic Segmentation—0
Attention-based U-Net Method for Autonomous Lane Detection—0
FIAS: Feature Imbalance-Aware Medical Image Segmentation with Dynamic Fusion and Mixing Attention—0
ULTra: Unveiling Latent Token Interpretability in Transformer Based Understanding—0
Repurposing Stable Diffusion Attention for Training-Free Unsupervised Interactive Segmentation—0
ScribbleVS: Scribble-Supervised Medical Image Segmentation via Dynamic Competitive Pseudo Label SelectionCode0
Y-MAP-Net: Real-time depth, normals, segmentation, multi-label captioning and 2D human pose in RGB images—0
CoSAM: Self-Correcting SAM for Domain Generalization in 2D Medical Image Segmentation—0
RETR: Multi-View Radar Detection Transformer for Indoor PerceptionCode1
CorrCLIP: Reconstructing Correlations in CLIP with Off-the-Shelf Foundation Models for Open-Vocabulary Semantic SegmentationCode2
OneNet: A Channel-Wise 1D Convolutional U-NetCode1
Fast probabilistic snake algorithm—0
Harnessing Vision Foundation Models for High-Performance, Training-Free Open Vocabulary SegmentationCode2
Heuristical Comparison of Vision Transformers Against Convolutional Neural Networks for Semantic Segmentation on Remote Sensing ImageryCode0
Assessing the Performance of the DINOv2 Self-supervised Learning Vision Transformer Model for the Segmentation of the Left Atrium from MRI Images—0
OOD-SEG: Out-Of-Distribution detection for image SEGmentation with sparse multi-class positive-only annotations—0
Instruction-Driven Fusion of Infrared-Visible Images: Tailoring for Diverse Downstream Tasks—0
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation—0
Masked Image Modeling Boosting Semi-Supervised Semantic SegmentationCode0
Slender Object Scene Segmentation in Remote Sensing Image Based on Learnable Morphological Skeleton with Segment Anything Model—0
Zero-shot capability of SAM-family models for bone segmentation in CT scans—0
UIFormer: A Unified Transformer-based Framework for Incremental Few-Shot Object Detection and Instance Segmentation—0
Horticultural Temporal Fruit Monitoring via 3D Instance Segmentation and Re-Identification using Point CloudsCode0
Isometric Transformations for Image Augmentation in Mueller Matrix PolarimetryCode0
Semantic segmentation on multi-resolution optical and microwave data using deep learning—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
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