SOTAVerified

Distance regression

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

Papers

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Showing 1–10 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
Cardiac Segmentation on CT Images through Shape-Aware Contour Attentions—0
Composite Localization for Human Pose Estimation—0
Distance transform regression for spatially-aware deep semantic segmentation—0
Warpspeed Computation of Optimal Transport, Graph Distances, and Embedding Alignment—0
Approaches to biological species delimitation based on genetic and spatial dissimilarity—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
Fully-automatic segmentation of kidneys in clinical ultrasound images using a boundary distance regression network—0
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All datasetsCHILI-100KCHILI-3K

Benchmark Results

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