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Graph Edit Distance Approximation on AIDS

2.82RMSE

GEDAN

Updated 4d ago

Evaluation Results

Method	Links
GEDAN 2025.08		2.82	0.484	0.694
EGSC 2025.08		2.94	0.463	0.638
GREED 2025.08		3.05	0.429	0.633
GREED 2025.08		3.05	0.467	0.663
GREED 2025.08		3.1	0.349	0.545
GREED 2025.08		3.14	0.509	0.69
SIMGNN 2025.08		3.47	0.571	0.764
GEDAN 2025.08		3.54	0.437	0.652
GRAPHEDXXOR 2025.08		3.58	0.557	0.745
ERIC 2025.08		3.66	0.425	0.656
APPROXIMATED GED 2025.08		3.89	0.372	0.542
EUGENE 2025.08		4.32	0.505	0.658
GEDAN 2025.08		4.58	0.477	0.696
EGSC 2025.08		4.63	0.467	0.643
GraphEDXXOR 2025.08		4.65	0.605	0.835
GRAPHEDXXOR 2025.08		4.69	0.579	0.802
GEDAN 2025.08		5.19	0.436	0.658
ERIC 2025.08		5.36	0.461	0.666
ERIC 2025.08		5.44	0.475	0.689
GraphEDXOR 2025.08		5.45	0.591	0.811
EGSC 2025.08		5.47	0.479	0.653
GEDAN 2025.08		5.5	0.486	0.705
GEDAN(λ=0) 2025.08		5.88	0.426	0.641
SIMGNN 2025.08		5.93	0.556	0.765
SimGNN 2025.08		5.98	0.571	0.788
GEDAN 2025.08		6	0.433	0.658
EGSC 2025.08		6.15	0.413	0.579
GEDAN(λ=1) 2025.08		6.72	0.398	0.608
ERIC 2025.08		6.74	0.438	0.631
APPROXIMATED GED 2025.08		7.19	0.272	0.402
SimGNN 2025.08		7.32	0.523	0.706
Approximated GED 2025.08		8.15	0.328	0.495
EUGENE 2025.08		8.6	0.433	0.581
APPROXIMATED GED 2025.08		9.42	0.116	0.176
EUGENE 2025.08		11.27	0.26	0.333
EUGENE 2025.08		12.5	0.437	0.564