SOTAVerified

Semantic Segmentation

Papers

Showing 94769500 of 14763 papers

TitleStatusHype
A self-supervised learning strategy for postoperative brain cavity segmentation simulating resectionsCode1
Segmentation of Drilled Holes in Texture Wooden Furniture Panels Using Deep Neural NetworkCode0
VS-Net: Voting with Segmentation for Visual LocalizationCode1
FCCDN: Feature Constraint Network for VHR Image Change DetectionCode1
Exploring Robustness of Unsupervised Domain Adaptation in Semantic SegmentationCode1
Orthogonal Ensemble Networks for Biomedical Image SegmentationCode0
Reinforcement learning for instance segmentation with high-level priors0
The Regularizing Effect of Different Output Layer Designs in Deep Neural Networks0
WeGleNet: A Weakly-Supervised Convolutional Neural Network for the Semantic Segmentation of Gleason Grades in Prostate Histology ImagesCode0
Omni-supervised Point Cloud Segmentation via Gradual Receptive Field Component ReasoningCode1
Safety Metrics for Semantic Segmentation in Autonomous Driving0
Hyper-Convolution Networks for Biomedical Image SegmentationCode1
A Novel 3D-UNet Deep Learning Framework Based on High-Dimensional Bilateral Grid for Edge Consistent Single Image Depth Estimation0
DAVOS: Semi-Supervised Video Object Segmentation via Adversarial Domain Adaptation0
Intriguing Properties of Vision TransformersCode1
Uma implementação do jogo Pedra, Papel e Tesoura utilizando Visao ComputacionalCode0
Pseudo Pixel-level Labeling for Images with Evolving Content0
Medical Image Segmentation Using Squeeze-and-Expansion TransformersCode1
Semantic segmentation of multispectral photoacoustic images using deep learning0
Anabranch Network for Camouflaged Object SegmentationCode1
Dynamic region proposal networks for semantic segmentation in automated glaucoma screening0
Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic SegmentationCode1
Prototype Guided Federated Learning of Visual Feature Representations0
SemSegLoss: A python package of loss functions for semantic segmentationCode1
Pathdreamer: A World Model for Indoor NavigationCode1
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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