SOTAVerified

Semantic Segmentation

Papers

Showing 32263250 of 14763 papers

TitleStatusHype
Improved LiDAR Odometry and Mapping using Deep Semantic Segmentation and Novel Outliers Detection0
Bayesian Uncertainty Estimation by Hamiltonian Monte Carlo: Applications to Cardiac MRI Segmentation0
AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic SegmentationCode2
Self-Supervised Facial Representation Learning with Facial Region Awareness0
Map-aided annotation for pole base detection0
Semi-Supervised Semantic Segmentation Based on Pseudo-Labels: A Survey0
RISeg: Robot Interactive Object Segmentation via Body Frame-Invariant Features0
MCA: Moment Channel Attention NetworksCode0
Self-Supervised Representation Learning with Meta Comprehensive Regularization0
End-to-End Human Instance MattingCode1
AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image SegmentationCode1
EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic SegmentationCode2
CDSE-UNet: Enhancing COVID-19 CT Image Segmentation with Canny Edge Detection and Dual-Path SENet Feature Fusion0
Boosting Box-supervised Instance Segmentation with Pseudo Depth0
Benchmarking Segmentation Models with Mask-Preserved Attribute EditingCode1
Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation0
Image-Based Dietary Assessment: A Healthy Eating Plate Estimation System0
GLFNET: Global-Local (frequency) Filter Networks for efficient medical image segmentation0
Rethinking Few-shot 3D Point Cloud Semantic SegmentationCode2
YOLO-MED : Multi-Task Interaction Network for Biomedical Images0
Small, Versatile and Mighty: A Range-View Perception Framework0
FusionVision: A comprehensive approach of 3D object reconstruction and segmentation from RGB-D cameras using YOLO and fast segment anythingCode2
PEM: Prototype-based Efficient MaskFormer for Image SegmentationCode2
PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation0
HyenaPixel: Global Image Context with ConvolutionsCode0
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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