SOTAVerified

Semantic Segmentation

Papers

Showing 1062610650 of 14763 papers

TitleStatusHype
Proposal-Free Volumetric Instance Segmentation from Latent Single-Instance Masks0
Semi-supervised Medical Image Segmentation through Dual-task Consistency0
Channel-wise Alignment for Adaptive Object Detection0
Towards Semantic Segmentation of Urban-Scale 3D Point Clouds: A Dataset, Benchmarks and ChallengesCode1
Rain rendering for evaluating and improving robustness to bad weather0
Visual Object Tracking by Segmentation with Graph Convolutional Network0
Towards Musically Meaningful Explanations Using Source SeparationCode1
SCG-Net: Self-Constructing Graph Neural Networks for Semantic Segmentation0
Multi-Attention-Network for Semantic Segmentation of Fine Resolution Remote Sensing Images0
Spatial Transformer Point Convolution0
Multi-Loss Weighting with Coefficient of VariationsCode1
1st Place Solution of LVIS Challenge 2020: A Good Box is not a Guarantee of a Good Mask0
DESC: Domain Adaptation for Depth Estimation via Semantic Consistency0
LSMVOS: Long-Short-Term Similarity Matching for Video ObjectCode0
Monocular 3D Detection with Geometric Constraints Embedding and Semi-supervised TrainingCode1
On the Structures of Representation for the Robustness of Semantic Segmentation to Input CorruptionCode0
Multi-domain semantic segmentation with pyramidal fusion0
Semantically Adaptive Image-to-image Translation for Domain Adaptation of Semantic Segmentation0
Comprehensive Semantic Segmentation on High Resolution UAV Imagery for Natural Disaster Damage Assessment0
3D-DEEP: 3-Dimensional Deep-learning based on elevation patterns forroad scene interpretation0
Deep Ice Layer Tracking and Thickness Estimation using Fully Convolutional NetworksCode0
Quality-aware semi-supervised learning for CMR segmentation0
On The Usage Of Average Hausdorff Distance For Segmentation Performance Assessment: Hidden Bias When Used For Ranking0
Semantic Segmentation of Neuronal Bodies in Fluorescence Microscopy Using a 2D+3D CNN Training Strategy with Sparsely Annotated Data0
Semantic Point Completion Network for 3D Semantic Scene Completion0
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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