Link Prediction on SBM graphs In-distribution Inductive Nte = Ntr benchmark leaderboard · SOTA2 Research

Link Prediction on SBM graphs In-distribution Inductive Nte = Ntr

97.01Hits@10Oracle

Evaluation Results

Method	Links
Oracle2022.05		97.01	97.01	97.01	93.87	96.84
Oracle2022.05		97.01	97.01	97.01	93.87	96.84
gMPNN**2022.05		96.71	96.91	97.02	94.23	97.03
gMPNN2022.05		96.71	96.91	97.02	94.23	97.03
gMPNN**2022.05		93.85	94.23	94.55	93.74	96.77
gMPNN2022.05		93.85	94.23	94.55	93.74	96.77
GCN*2022.05		66.29	68.52	69.92	31.76	67.21
GCN2022.05		66.29	68.52	69.92	31.76	67.21
GraphSAGE*2022.05		47.38	52.13	54.94	19.34	61.46
GraphSAGE2022.05		47.38	52.13	54.94	19.34	61.46
GAT2022.05		41.98	43.34	43.54	22.66	61.46
GAT*2022.05		40.05	41.34	41.96	19.44	59.52
GAT2022.05		40.05	41.34	41.96	19.44	59.52
GIN*2022.05		39.33	42.93	43.9	18.59	59.79
GIN2022.05		39.33	42.93	43.9	18.59	59.79
GraphSAGE2022.05		17.72	25.91	31.43	18.24	58.65