SOTAVerified

Semantic Segmentation

Papers

Showing 1100111025 of 14763 papers

TitleStatusHype
Cross-denoising Network against Corrupted Labels in Medical Image Segmentation with Domain Shift0
Learning High-Resolution Domain-Specific Representations with a GAN Generator0
Tent: Fully Test-time Adaptation by Entropy MinimizationCode1
Contrastive learning of global and local features for medical image segmentation with limited annotationsCode1
Video Moment Localization using Object Evidence and Reverse CaptioningCode1
Task-agnostic Out-of-Distribution Detection Using Kernel Density EstimationCode0
Spin-Weighted Spherical CNNsCode1
Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group SoftmaxCode1
Video Semantic Segmentation with Distortion-Aware Feature CorrectionCode1
SceneAdapt: Scene-based domain adaptation for semantic segmentation using adversarial learning0
FrostNet: Towards Quantization-Aware Network Architecture SearchCode1
Evaluation of 3D CNN Semantic Mapping for Rover Navigation0
LRPD: Long Range 3D Pedestrian Detection Leveraging Specific Strengths of LiDAR and RGB0
Fast Object Classification and Meaningful Data Representation of Segmented Lidar Instances0
FISHING Net: Future Inference of Semantic Heatmaps In Grids0
Deep Learning based Segmentation of Fish in Noisy Forward Looking MBES Images0
Self-Supervised Domain Mismatch Estimation for Autonomous Perception0
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
Cardiac Segmentation with Strong Anatomical GuaranteesCode1
Binary DAD-Net: Binarized Driveable Area Detection Network for Autonomous Driving0
Coherent Reconstruction of Multiple Humans from a Single ImageCode1
FCOS: A simple and strong anchor-free object detector0
GradAug: A New Regularization Method for Deep Neural NetworksCode1
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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