SOTAVerified

Semantic Segmentation

Papers

Showing 88518875 of 14763 papers

TitleStatusHype
Medical image segmentation with imperfect 3D bounding boxes0
Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation0
Towards Simultaneous Segmentation of Liver Tumors and Intrahepatic Vessels via Cross-attention Mechanism0
Micro-Net: A unified model for segmentation of various objects in microscopy images0
Negative Pseudo Labeling using Class Proportion for Semantic Segmentation in Pathology0
Near, far: Patch-ordering enhances vision foundation models' scene understanding0
ZeroPS: High-quality Cross-modal Knowledge Transfer for Zero-Shot 3D Part Segmentation0
Near Real-time Hippocampus Segmentation Using Patch-based Canonical Neural Network0
ZeroSCD: Zero-Shot Street Scene Change Detection0
Weakly Supervised Slot Tagging with Partially Labeled Sequences from Web Search Click Logs0
Near-optimal Keypoint Sampling for Fast Pathological Lung Segmentation0
Towards the effectiveness of Deep Convolutional Neural Network based Fast Random Forest Classifier0
n-CPS: Generalising Cross Pseudo Supervision to n Networks for Semi-Supervised Semantic Segmentation0
Towards the Unification of Generative and Discriminative Visual Foundation Model: A Survey0
NCIS: Deep Color Gradient Maps Regression and Three-Class Pixel Classification for Enhanced Neuronal Cell Instance Segmentation in Nissl-Stained Histological Images0
Towards Tumour Graph Learning for Survival Prediction in Head & Neck Cancer Patients0
Towards Unconstrained End-to-End Text Spotting0
Navya3DSeg -- Navya 3D Semantic Segmentation Dataset & split generation for autonomous vehicles0
Navigation-Oriented Scene Understanding for Robotic Autonomy: Learning to Segment Driveability in Egocentric Images0
Towards Unified Depth and Semantic Prediction From a Single Image0
Weakly-Supervised Text Instance Segmentation0
Towards Universal Vision-language Omni-supervised Segmentation0
Towards Unsupervised Learning for Instrument Segmentation in Robotic Surgery with Cycle-Consistent Adversarial Networks0
Zero-Shot 4D Lidar Panoptic Segmentation0
Towards user-centered interactive medical image segmentation in VR with an assistive AI agent0
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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