SOTAVerified

Semantic Segmentation

Papers

Showing 44014425 of 14763 papers

TitleStatusHype
3D shape sensing and deep learning-based segmentation of strawberriesCode0
Dense cellular segmentation for EM using 2D–3D neural network ensemblesCode0
Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-TuningCode0
DenseASPP for Semantic Segmentation in Street ScenesCode0
Dense and Low-Rank Gaussian CRFs Using Deep EmbeddingsCode0
Dense 2D-3D Indoor Prediction with Sound via Aligned Cross-Modal DistillationCode0
NextStop: An Improved Tracker For Panoptic LIDAR Segmentation DataCode0
NeuroQuantify -- An Image Analysis Software for Detection and Quantification of Neurons and Neurites using Deep LearningCode0
NeurReg: Neural Registration and Its Application to Image SegmentationCode0
NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation PipelinesCode0
Adapting Deep Network Features to Capture Psychological RepresentationsCode0
Neural Style Transfer and Unpaired Image-to-Image Translation to deal with the Domain Shift Problem on Spheroid SegmentationCode0
Nighttime sky/cloud image segmentationCode0
Neural networks for topology optimizationCode0
Demystifying the Effect of Receptive Field Size in U-Net Models for Medical Image SegmentationCode0
Neural Networks with Divisive normalization for image segmentation with application in cityscapes datasetCode0
Neural Network Meta Classifier: Improving the Reliability of Anomaly SegmentationCode0
Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon GlandsCode0
Neural Gas Network Image Features and Segmentation for Brain Tumor Detection Using Magnetic Resonance Imaging DataCode0
Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-empowered LearningCode0
Neural Rate Estimator and Unsupervised Learning for Efficient Distributed Image Analytics in Split-DNN ModelsCode0
Delta Distillation for Efficient Video ProcessingCode0
Neural Scene Decomposition for Multi-Person Motion CaptureCode0
Online pseudo labeling for polyp segmentation with momentum networksCode0
DELINE8K: A Synthetic Data Pipeline for the Semantic Segmentation of Historical DocumentsCode0
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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