SOTAVerified

Semantic Segmentation

Papers

Showing 1052610550 of 14763 papers

TitleStatusHype
Visual Object Recognition in Indoor Environments Using Topologically Persistent FeaturesCode0
RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNsCode0
Parallax Motion Effect Generation Through Instance Segmentation And Depth Estimation0
Vec2Instance: Parameterization for Deep Instance SegmentationCode1
Secure 3D medical Imaging0
Collaboratively boosting data-driven deep learning and knowledge-guided ontological reasoning for semantic segmentation of remote sensing imagery0
Joint COCO and Mapillary Workshop at ICCV 2019: COCO Instance Segmentation Challenge Track0
CO2: Consistent Contrast for Unsupervised Visual Representation Learning0
Image Translation for Medical Image Generation -- Ischemic Stroke LesionsCode0
Conditional Negative Sampling for Contrastive Learning of Visual RepresentationsCode0
Depth-wise layering of 3d images using dense depth maps: a threshold based approach0
Local Label Point Correction for Edge Detection of Overlapping Cervical CellsCode1
MetaBox+: A new Region Based Active Learning Method for Semantic Segmentation using Priority Maps0
Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective InferenceCode0
MitoEM Dataset: Large-scale 3D Mitochondria Instance Segmentation from EM ImagesCode1
Towards Cross-modality Medical Image Segmentation with Online Mutual Knowledge Distillation0
KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric SegmentationCode1
EGMM: an Evidential Version of the Gaussian Mixture Model for Clustering0
Improving Network Slimming with Nonconvex RegularizationCode0
Semantics through Time: Semi-supervised Segmentation of Aerial Videos with Iterative Label PropagationCode0
Morphological segmentation of hyperspectral images0
Tubular Shape Aware Data Generation for Semantic Segmentation in Medical Imaging0
Semi-Supervised Learning for Multi-Task Scene Understanding by Neural Graph ConsensusCode0
RDCNet: Instance segmentation with a minimalist recurrent residual networkCode0
Unsupervised Point Cloud Pre-Training via Occlusion CompletionCode1
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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