SOTAVerified

Semantic Segmentation

Papers

Showing 1072610750 of 14763 papers

TitleStatusHype
Guided Collaborative Training for Pixel-wise Semi-Supervised Learning0
Image segmentation via Cellular Automata0
Implanting Synthetic Lesions for Improving Liver Lesion Segmentation in CT Exams0
ARPM-net: A novel CNN-based adversarial method with Markov Random Field enhancement for prostate and organs at risk segmentation in pelvic CT images0
Fully-Automated Packaging Structure Recognition in Logistics Environments0
Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor SceneCode1
Reinforced Wasserstein Training for Severity-Aware Semantic Segmentation in Autonomous Driving0
Prototype Mixture Models for Few-shot Semantic SegmentationCode1
Rethinking 3D LiDAR Point Cloud SegmentationCode0
SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation Synergized with Semantic Segmentation for Autonomous Driving0
Exploring the parameter reusability of CNN0
Structured Convolutions for Efficient Neural Network Design0
Polarimetric SAR Image Semantic Segmentation with 3D Discrete Wavelet Transform and Markov Random Field0
Scene Segmentation with Dual Relation-aware Attention NetworkCode1
Duality Diagram Similarity: a generic framework for initialization selection in task transfer learningCode1
LoCo: Local Contrastive Representation Learning0
Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation0
Cylinder3D: An Effective 3D Framework for Driving-scene LiDAR Semantic SegmentationCode1
Central object segmentation by deep learning for fruits and other roundish objectsCode0
Importance of Self-Consistency in Active Learning for Semantic Segmentation0
Prior Guided Feature Enrichment Network for Few-Shot SegmentationCode1
Shape Consistent 2D Keypoint Estimation under Domain Shift0
Multi-Task Driven Explainable Diagnosis of COVID-19 using Chest X-ray Images0
Weakly-Supervised Semantic Segmentation via Sub-category ExplorationCode1
PhraseCut: Language-based Image Segmentation in the WildCode1
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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