Graph classification (trajectory- vs cluster-like) on Single-cell graphs Gold subset

86Accuracy

Diversity Curves All Metrics

Updated 26d ago

Evaluation Results

Method
Diversity Curves All Metrics 2026.05	86	82.4
Shortest Path + Feature Dist. 2026.05	86	83.1
Feature Dist. 2026.05	84.3	80.9
FEATHER 2026.05	83	82.4
PH Score 2026.05	82.9	83
NetLSD 2026.05	82.3	84.8
Spectral Zoo 2026.05	82.1	79.9
Diffusion Dist. 2026.05	80.7	79.5
All Scores 2026.05	80.4	79.7
Kernel WL 2026.05	78.5	77.3
Kernel Pyramid Match 2026.05	78.4	75.7
Kernel Shortest Path 2026.05	78.2	77
Kernel Core Framework 2026.05	78.2	77
Shortest Path 2026.05	77.3	75.7
Graph2Vec 2026.05	74.1	79
Reachability Score 2026.05	72.7	70.9
Kernel Neighborhood Hash 2026.05	70.4	66.7
Vector Norm Score 2026.05	69.4	66.8
Kernel WL Optimal Assignment 2026.05	67.9	65.3
TopER All Filtrations 2026.05	67.2	64.9
TopER Forricci 2026.05	67	61
TopER Popularity 2026.05	66.2	56.3
TopER Olricci 2026.05	64.9	65.9
TopER Degree 2026.05	63	48
TopER Closeness 2026.05	62.4	47.6
Diffusion Distance Score 2026.05	61.1	60
Ripley’s K Score 2026.05	59.8	45.8