SOTAVerified

Distance regression

Prediction of the distance between connected nodes in molecular/material/nanomaterial graphs.

Papers

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Showing 1–19 of 19 papers

TitleStatusHype
CHILI: Chemically-Informed Large-scale Inorganic Nanomaterials Dataset for Advancing Graph Machine LearningCode1
PolarMask: Single Shot Instance Segmentation with Polar RepresentationCode1
DistFormer: Enhancing Local and Global Features for Monocular Per-Object Distance EstimationCode0
EOLO: Embedded Object Segmentation only Look OnceCode0
Distance transform regression for spatially-aware deep semantic segmentation—0
Fully-automatic segmentation of kidneys in clinical ultrasound images using a boundary distance regression network—0
Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance Segmentation—0
Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data—0
Neural Network-based Acoustic Vehicle Counting—0
Pixel-wise Distance Regression for Glacier Calving Front Detection and Segmentation—0
Pose-Aware Instance Segmentation Framework from Cone Beam CT Images for Tooth Segmentation—0
Radar-Camera Sensor Fusion for Joint Object Detection and Distance Estimation in Autonomous Vehicles—0
Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More—0
Automatic kidney segmentation in ultrasound images using subsequent boundary distance regression and pixelwise classification networks—0
A Coarse-to-Fine Instance Segmentation Network with Learning Boundary Representation—0
Warpspeed Computation of Optimal Transport, Graph Distances, and Embedding Alignment—0
Approaches to biological species delimitation based on genetic and spatial dissimilarity—0
Cardiac Segmentation on CT Images through Shape-Aware Contour Attentions—0
Composite Localization for Human Pose Estimation—0
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All datasetsCHILI-100KCHILI-3K

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MeanMSE 0.31—Unverified
#ModelMetricClaimedVerifiedStatus
1MeanMSE 0.27—Unverified