SOTAVerified

Semantic Segmentation

Papers

Showing 1057610600 of 14763 papers

TitleStatusHype
Deep Bayesian U-Nets for Efficient, Robust and Reliable Post-Disaster Damage Localization0
Cloud Cover Nowcasting with Deep Learning0
Local Context Attention for Salient Object Segmentation0
Style-invariant Cardiac Image Segmentation with Test-time Augmentation0
Region Growing with Convolutional Neural Networks for Biomedical Image Segmentation0
Interactive Learning for Semantic Segmentation in Earth ObservationCode0
Learning Non-Unique Segmentation with Reward-Penalty Dice LossCode0
BoMuDANet: Unsupervised Adaptation for Visual Scene Understanding in Unstructured Driving EnvironmentsCode1
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image SegmentationCode1
Curriculum Learning with Diversity for Supervised Computer Vision Tasks0
Improving Point Cloud Semantic Segmentation by Learning 3D Object Detection0
Angular Luminance for Material Segmentation0
PennSyn2Real: Training Object Recognition Models without Human Labeling0
MA-Net: A Multi-Scale Attention Network for Liver and Tumor SegmentationCode3
SESV: Accurate Medical Image Segmentation byPredicting and Correcting Errors0
Mapping horizontal and vertical urban densification in Denmark with Landsat time-series from 1985 to 2018: a semantic segmentation solution0
Semi-supervised Semantic Segmentation of Prostate and Organs-at-Risk on 3D Pelvic CT Images0
Learning Spatio-Appearance Memory Network for High-Performance Visual TrackingCode1
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray imagesCode0
3D-FUTURE: 3D Furniture shape with TextURE0
Consistency Regularization with High-dimensional Non-adversarial Source-guided Perturbation for Unsupervised Domain Adaptation in Segmentation0
Multi-Resolution Graph Neural Network for Large-Scale Pointcloud Segmentation0
TopNet: Topology Preserving Metric Learning for Vessel Tree Reconstruction and Labelling0
PMVOS: Pixel-Level Matching-Based Video Object Segmentation0
Encoding Robustness to Image Style via Adversarial Feature PerturbationsCode0
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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