SOTAVerified

Semantic Segmentation

Papers

Showing 14011425 of 14763 papers

TitleStatusHype
XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic SegmentationCode1
DIS-Mine: Instance Segmentation for Disaster-Awareness in Poor-Light Condition in Underground Mines0
ClickTrack: Towards Real-time Interactive Single Object Tracking0
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 Segmentation0
Entropy Bootstrapping for Weakly Supervised Nuclei Detection0
Automating Sonologists USG Commands with AI and Voice Interface0
Interactive Medical Image Segmentation: A Benchmark Dataset and BaselineCode3
A Multimodal Approach Combining Structural and Cross-domain Textual Guidance for Weakly Supervised OCT SegmentationCode0
SAM Carries the Burden: A Semi-Supervised Approach Refining Pseudo Labels for Medical SegmentationCode0
ADV2E: Bridging the Gap Between Analogue Circuit and Discrete Frames in the Video-to-Events Simulator0
DiM: f-Divergence Minimization Guided Sharpness-Aware Optimization for Semi-supervised Medical Image Segmentation0
Visualizing Loss Functions as Topological Landscape Profiles0
Calibrated and Efficient Sampling-Free Confidence Estimation for LiDAR Scene Semantic Segmentation0
ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural EnhancementsCode1
KAN-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling0
MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models0
TP-UNet: Temporal Prompt Guided UNet for Medical Image Segmentation0
SP ^3 : Superpixel-propagated pseudo-label learning for weakly semi-supervised medical image segmentation0
Reducing Label Dependency for Underwater Scene Understanding: A Survey of Datasets, Techniques and Applications0
Zero-Shot Automatic Annotation and Instance Segmentation using LLM-Generated Datasets: Eliminating Field Imaging and Manual Annotation for Deep Learning Model Development0
IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet VideosCode2
DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image SegmentationCode0
Label Sharing Incremental Learning Framework for Independent Multi-Label Segmentation Tasks0
Automatic Discovery and Assessment of Interpretable Systematic Errors in Semantic Segmentation0
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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
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation 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