SOTAVerified

Semantic Segmentation

Papers

Showing 1255112600 of 14763 papers

TitleStatusHype
Generative Model-Based Ischemic Stroke Lesion Segmentation0
StyleNAS: An Empirical Study of Neural Architecture Search to Uncover Surprisingly Fast End-to-End Universal Style Transfer Networks0
V-NAS: Neural Architecture Search for Volumetric Medical Image Segmentation0
Salient Building Outline Enhancement and Extraction Using Iterative L0 Smoothing and Line EnhancingCode0
One-pass Multi-task Networks with Cross-task Guided Attention for Brain Tumor SegmentationCode0
Nail Polish Try-On: Realtime Semantic Segmentation of Small Objects for Native and Browser Smartphone AR Applications0
Adaptation Across Extreme Variations using Unlabeled Domain Bridges0
Anatomical Priors for Image Segmentation via Post-Processing with Denoising AutoencodersCode0
Learning Shape Representation on Sparse Point Clouds for Volumetric Image SegmentationCode0
Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer VisionCode0
Grounded Human-Object Interaction Hotspots from Video (Extended Abstract)0
Computing Valid p-values for Image Segmentation by Selective Inference0
Adversarial Examples for Edge Detection: They Exist, and They Transfer0
Learning Unsupervised Video Object Segmentation Through Visual AttentionCode0
Learning Shape-Aware Embedding for Scene Text Detection0
Interactive Image Segmentation via Backpropagating Refinement Scheme0
Detecting Anomalies in Image Classification by Means of Semantic RelationshipsCode0
Context-Reinforced Semantic Segmentation0
A Cross-Season Correspondence Dataset for Robust Semantic Segmentation0
Building Detail-Sensitive Semantic Segmentation Networks With Polynomial Pooling0
Content-Aware Multi-Level Guidance for Interactive Instance Segmentation0
"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors0
Event Cameras, Contrast Maximization and Reward Functions: An AnalysisCode0
Cyclic Guidance for Weakly Supervised Joint Detection and SegmentationCode0
In Defense of Pre-Trained ImageNet Architectures for Real-Time Semantic Segmentation of Road-Driving ImagesCode0
Adaptive Pyramid Context Network for Semantic SegmentationCode0
Learning Active Contour Models for Medical Image Segmentation0
Learning Personalized Modular Network Guided by Structured Knowledge0
RGB and LiDAR fusion based 3D Semantic Segmentation for Autonomous Driving0
Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images0
Amodal Instance Segmentation With KINS DatasetCode0
Geometry-Aware Distillation for Indoor Semantic SegmentationCode0
Graph Attention Convolution for Point Cloud Semantic SegmentationCode0
Learning Instance Activation Maps for Weakly Supervised Instance Segmentation0
Not All Areas Are Equal: Transfer Learning for Semantic Segmentation via Hierarchical Region Selection0
ZigZagNet: Fusing Top-Down and Bottom-Up Context for Object Segmentation0
Scene Parsing via Integrated Classification Model and Variance-Based RegularizationCode0
SpherePHD: Applying CNNs on a Spherical PolyHeDron Representation of 360deg Images0
Semantic segmentation of crop type in Africa: A novel dataset and analysis of deep learning methodsCode0
Robust Histopathology Image Analysis: To Label or to Synthesize?0
Semantic Projection Network for Zero- and Few-Label Semantic SegmentationCode0
Structured Knowledge Distillation for Semantic SegmentationCode0
Salient Object Detection With Pyramid Attention and Salient Edges0
PointWeb: Enhancing Local Neighborhood Features for Point Cloud ProcessingCode0
RENAS: Reinforced Evolutionary Neural Architecture Search0
Object Instance Annotation With Deep Extreme Level Set EvolutionCode0
Not Using the Car to See the Sidewalk -- Quantifying and Controlling the Effects of Context in Classification and Segmentation0
SAIL-VOS: Semantic Amodal Instance Level Video Object Segmentation - A Synthetic Dataset and Baselines0
ToothNet: Automatic Tooth Instance Segmentation and Identification From Cone Beam CT Images0
Versatile Multiple Choice Learning and Its Application to Vision Computing0
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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