SOTAVerified

Semantic Segmentation

Papers

Showing 47514775 of 14763 papers

TitleStatusHype
BEFD: Boundary Enhancement and Feature Denoising for Vessel Segmentation0
Deep Rib Fracture Instance Segmentation and Classification from CT on the RibFrac Challenge0
Deep Retinal Image Segmentation with Regularization Under Geometric Priors0
Beef Cattle Instance Segmentation Using Fully Convolutional Neural Network0
A Model of Virtual Carrier Immigration in Digital Images for Region Segmentation0
Future Video Prediction from a Single Frame for Video Anomaly Detection0
Semi-Supervised Domain Adaptation with Representation Learning for Semantic Segmentation across Time0
Be Careful What You Backpropagate: A Case For Linear Output Activations & Gradient Boosting0
Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey0
DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via A Structure-Specific Generative Method0
A Model for Image Segmentation in Retina0
DeepPyramid+: Medical Image Segmentation using Pyramid View Fusion and Deformable Pyramid Reception0
3D Semantic Segmentation of Brain Tumor for Overall Survival Prediction0
DeepPyram: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos0
Amodal segmentation just like doing a jigsaw0
Rethinking the Mean Teacher Strategy from the Perspective of Self-paced Learning0
Deep Polarization Cues for Transparent Object Segmentation0
Deep Parametric Continuous Convolutional Neural Networks0
Bayesian Uncertainty Estimation by Hamiltonian Monte Carlo: Applications to Cardiac MRI Segmentation0
Deep-NFA: a Deep a contrario Framework for Small Object Detection0
Bayesian Semantic Instance Segmentation in Open Set World0
Deep Neural Patchworks: Coping with Large Segmentation Tasks0
Amodal Panoptic Segmentation0
Deep Neural Networks Learn Meta-Structures from Noisy Labels in Semantic Segmentation0
Bayesian Self-Training for Semi-Supervised 3D 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