SOTAVerified

Semantic Segmentation

Papers

Showing 37263750 of 14763 papers

TitleStatusHype
Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual RecognitionCode1
Embedded Encoder-Decoder in Convolutional Networks Towards Explainable AICode1
Video Panoptic SegmentationCode1
Tent: Fully Test-time Adaptation by Entropy MinimizationCode1
Video Moment Localization using Object Evidence and Reverse CaptioningCode1
Contrastive learning of global and local features for medical image segmentation with limited annotationsCode1
Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group SoftmaxCode1
Video Semantic Segmentation with Distortion-Aware Feature CorrectionCode1
Spin-Weighted Spherical CNNsCode1
FrostNet: Towards Quantization-Aware Network Architecture SearchCode1
Multiscale Deep Equilibrium ModelsCode1
Unsupervised Domain Adaptation for Semantic Segmentation of NIR Images through Generative Latent SearchCode1
ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic SegmentationCode1
Coherent Reconstruction of Multiple Humans from a Single ImageCode1
Cardiac Segmentation with Strong Anatomical GuaranteesCode1
GradAug: A New Regularization Method for Deep Neural NetworksCode1
Real-Time Video Inference on Edge Devices via Adaptive Model StreamingCode1
Rethinking Pre-training and Self-trainingCode1
VirTex: Learning Visual Representations from Textual AnnotationsCode1
Disentangled Non-Local Neural NetworksCode1
Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric UncertaintyCode1
MeshWalker: Deep Mesh Understanding by Random WalksCode1
Object Segmentation Without Labels with Large-Scale Generative ModelsCode1
KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete RepresentationsCode1
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image SegmentationCode1
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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