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Graph Classification and Clustering on ER, RP, SBM, RG Distributions

90.4Accuracy

Diversity Curves Shortest Path

Updated 26d ago

Evaluation Results

Method
Diversity Curves Shortest Path 2026.05	90.4	0.423	0.753	191.237	49.5	31.3
NetLSD 2026.05	90	0.055	1.332	38.799	15	9.2
Kernel WL Optimal Assignment 2026.05	90	0.019	-	-	-	25.9
Diversity Curves Shortest Path PCA 2026.05	89.2	0.432	0.737	194.064	50	32.3
Kernel Core Framework 2026.05	84.2	0.249	-	-	-	44.6
Spread Function Shortest Path 2026.05	82.9	0.033	3.949	12.517	9.7	9.5
Kernel Core Framework MDS 2026.05	82.1	0.266	1.414	91.392	45.9	47.2
Kernel WL Optimal Assignment MDS 2026.05	79.6	0.045	3.491	13.624	18.5	20.2
PH Vietoris Rips 2026.05	78.3	-0.01	2.227	16.156	8.5	5.3
PH Laplacian 2026.05	78.3	-0.132	2.668	11.701	5.5	3.4
Kernel WL MDS 2026.05	77.9	0.239	2.531	21.09	42.9	27.3
Kernel Shortest Path 2026.05	77.1	0.284	-	-	-	42.6
Kernel Shortest Path MDS 2026.05	76.7	0.274	1.597	57.105	44.4	42.3
TopER Degree 2026.05	75.8	-0.064	5.288	31.191	8.9	8.9
FEATHER 2026.05	75	0.108	1.914	74.719	29.3	27.7
Kernel WL 2026.05	74.6	0.213	-	-	-	3.1
TopER Closeness 2026.05	74.6	-0.093	8.445	25.482	8.4	7.6
PH Alpha Complex 2026.05	74.2	0.014	1.992	43.715	20.2	16
PH Fricci 2026.05	74.2	-0.099	2.498	30.874	9	4.3
PH Degree 2026.05	72.5	-0.16	3.016	8.58	4	1.8
Spectral Zoo 2026.05	72.1	0.05	2.875	33.794	25.7	14
TopER All Filtrations 2026.05	70	-0.055	3.255	27.534	10.1	7.3
TopER Popularity 2026.05	69.6	-0.022	1.344	29.667	11.3	6.2
PH Olricci 2026.05	69.6	-0.125	2.945	34.161	9.2	6
Kernel Pyramid Match 2026.05	67.1	0.002	-	-	-	1.7
TopER Forricci 2026.05	64.6	-0.067	2.95	31.45	11.2	11.2
TopER Olricci 2026.05	59.2	-0.099	10.2	13.468	5.9	4.3
Kernel Pyramid Match MDS 2026.05	58.8	-0.009	7.657	7.242	6.5	4.5
Graph2Vec 2026.05	50.4	-0.005	7.365	1.405	2.3	0.2
Kernel Neighbourhood Hash 2026.05	50	-0.032	-	-	-	0.2
Kernel Neighbourhood Hash MDS 2026.05	42.1	-0.066	20.29	0.683	-0.7	-0.3