SOTAVerified

Semantic Segmentation

Papers

Showing 75017525 of 14763 papers

TitleStatusHype
Kaiwu: A Multimodal Manipulation Dataset and Framework for Robot Learning and Human-Robot Interaction0
Learning Point Embeddings from Shape Repositories for Few-Shot Segmentation0
KA^2ER: Knowledge Adaptive Amalgamation of ExpeRts for Medical Images Segmentation0
Learning Position and Target Consistency for Memory-based Video Object Segmentation0
Just Say Better or Worse: A Human-AI Collaborative Framework for Medical Image Segmentation Without Manual Annotations0
Learning Propagation for Arbitrarily-structured Data0
Deep Learning for Object Saliency Detection and Image Segmentation0
Balancing Robustness and Efficiency in Embedded DNNs Through Activation Function Selection0
Juggling With Representations: On the Information Transfer Between Imagery, Point Clouds, and Meshes for Multi-Modal Semantics0
JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans0
JSMNet Improving Indoor Point Cloud Semantic and Instance Segmentation through Self-Attention and Multiscale0
Deep Learning for Multi-Task Medical Image Segmentation in Multiple Modalities0
Learning Representations from Audio-Visual Spatial Alignment0
Balancing Multi-Target Semi-Supervised Medical Image Segmentation with Collaborative Generalist and Specialists0
Joint Topology-Preserving and Feature-Refinement Network for Curvilinear Structure Segmentation0
Joint Task-Recursive Learning for Semantic Segmentation and Depth Estimation0
Joint Stereo Video Deblurring, Scene Flow Estimation and Moving Object Segmentation0
Joint Stem Detection and Crop-Weed Classification for Plant-specific Treatment in Precision Farming0
Expert-Adaptive Medical Image Segmentation0
Joint shape learning and segmentation for medical images using a minimalistic deep network0
Joint Semantic Segmentation and Depth Estimation with Deep Convolutional Networks0
Joint Semantic Segmentation and Boundary Detection using Iterative Pyramid Contexts0
Joint Semantic Instance Segmentation on Graphs with the Semantic Mutex Watershed0
Learning Semantic Segmentation from Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach0
Deep Learning for Medical Image 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