Link Prediction on SBM graphs OOD Inductive Nte = 10^4 benchmark leaderboard · SOTA2 Research

Link Prediction on SBM graphs OOD Inductive Nte = 10^4

96.97Hit Rate @ 10gMPNN**

Evaluation Results

Method	Links
gMPNN**2022.05		96.97	97.02	97.08	93.94	96.88
gMPNN2022.05		96.97	97.02	97.08	0.9394	96.88
Oracle2022.05		96.96	96.96	96.96	93.77	96.79
Oracle2022.05		96.96	96.96	96.96	0.9377	96.79
gMPNN**2022.05		96.74	96.93	97.01	93.76	96.78
gMPNN2022.05		96.74	96.93	97.01	0.9376	96.78
GCN*2022.05		39.29	42.15	44.19	-4.88	50.33
GCN2022.05		39.29	42.15	44.19	-0.0488	50.33
GAT2022.05		32.56	33.01	33.24	-0.0285	49.82
GAT*2022.05		27.31	28.13	28.72	-2	50.2
GAT2022.05		27.31	28.13	28.72	-0.02	50.2
GraphSAGE*2022.05		9.97	11.73	12.98	-6.56	49.32
GraphSAGE2022.05		9.97	11.73	12.98	-0.0656	49.32
GraphSAGE2022.05		1.44	2.6	3.58	-0.0252	49.83
GIN*2022.05		0	0	0	-3.93	49.59
GIN2022.05		0	0	0	-0.0393	49.59