SOTAVerified

Semantic Segmentation

Papers

Showing 60516075 of 14763 papers

TitleStatusHype
Learning Good Features to Transfer Across Tasks and Domains0
Learning from Mistakes: Self-Regularizing Hierarchical Representations in Point Cloud Semantic Segmentation0
Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion ApproachCode1
Flow-guided Semi-supervised Video Object Segmentation0
Using a Waffle Iron for Automotive Point Cloud Semantic SegmentationCode1
RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous DrivingCode1
Long-tail Detection with Effective Class-MarginsCode1
Victoria Amazonica Optimization (VAO): An Algorithm Inspired by the Giant Water Lily PlantCode0
Learning Open-vocabulary Semantic Segmentation Models From Natural Language SupervisionCode1
Recurrent Generic Contour-based Instance Segmentation with Progressive LearningCode1
Occlusion Reasoning for Skeleton Extraction of Self-Occluded Tree Canopies0
Towards Robust Video Instance Segmentation with Temporal-Aware Transformer0
Improving Sketch Colorization using Adversarial Segmentation ConsistencyCode1
FG-Depth: Flow-Guided Unsupervised Monocular Depth Estimation0
Estimation of mitral valve hinge point coordinates -- deep neural net for echocardiogram segmentation0
MedSegDiff-V2: Diffusion based Medical Image Segmentation with TransformerCode3
Point Cloud Data Simulation and Modelling with Aize Workspace0
Hybrid Open-set Segmentation with Synthetic Negative DataCode1
Class Enhancement Losses with Pseudo Labels for Zero-shot Semantic Segmentation0
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation SegmentationCode1
Joint Representation Learning for Text and 3D Point CloudCode0
Contrastive Learning for Self-Supervised Pre-Training of Point Cloud Segmentation Networks With Image Data0
Curvilinear object segmentation in medical images based on ODoS filter and deep learning network0
Active learning for medical image segmentation with stochastic batchesCode1
Model-based inexact graph matching on top of CNNs for semantic scene understandingCode0
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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