SOTAVerified

Semantic Segmentation

Papers

Showing 1082610850 of 14763 papers

TitleStatusHype
Representation Sharing for Fast Object Detector Search and BeyondCode1
Real-Time Instrument Segmentation in Robotic Surgery using Auxiliary Supervised Deep Adversarial LearningCode0
A Computation-Efficient CNN System for High-Quality Brain Tumor Segmentation0
Darwin's Neural Network: AI-based Strategies for Rapid and Scalable Cell and Coronavirus Screening0
Deep Learning Based Segmentation of Various Brain Lesions for RadiosurgeryCode0
Instance-aware Self-supervised Learning for Nuclei Segmentation0
Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks0
End-to-End Trainable Deep Active Contour Models for Automated Image Segmentation: Delineating Buildings in Aerial Imagery0
Greenhouse Segmentation on High-Resolution Optical Satellite Imagery using Deep Learning Techniques0
Attend and Segment: Attention Guided Active Semantic Segmentation0
Deep Variational Instance SegmentationCode1
Balanced Meta-Softmax for Long-Tailed Visual RecognitionCode1
Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance SegmentationCode1
AinnoSeg: Panoramic Segmentation with High Perfomance0
Split and Expand: An inference-time improvement for Weakly Supervised Cell Instance Segmentation0
Shape-aware Semi-supervised 3D Semantic Segmentation for Medical ImagesCode1
Unsupervised Learning of Image Segmentation Based on Differentiable Feature ClusteringCode1
Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without AnnotationCode1
Self-Loop Uncertainty: A Novel Pseudo-Label for Semi-Supervised Medical Image Segmentation0
Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image SegmentationCode1
Improving Semantic Segmentation via Decoupled Body and Edge SupervisionCode1
Learning Gaussian Instance Segmentation in Point CloudsCode1
Integrative Analysis for COVID-19 Patient Outcome PredictionCode1
Can we cover navigational perception needs of the visually impaired by panoptic segmentation?0
Class-wise Dynamic Graph Convolution for Semantic Segmentation0
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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