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Graph-to-graph semantic retrieval on CC News

0.975Hits@5 (Synonym 30)

EmbPairSim (RotatE)

Updated 26d ago

Evaluation Results

Method	Links
EmbPairSim (RotatE) 2026.06		0.975	0.98	0.97	0.97	0.875	0.915	0.942	0.953	0.928	0.928	0.83	0.834	0.954	0.963	0.943	0.949	0.861	0.861
EmbPairSim (INGRAM) 2026.06		0.975	0.98	0.965	0.97	0.875	0.915	0.942	0.946	0.928	0.889	0.827	0.833	0.954	0.957	0.943	0.913	0.857	0.859
VH Kernel 2026.06		0.97	0.965	0.955	0.95	0.85	0.87	0.942	0.94	0.926	0.89	0.786	0.804	0.953	0.952	0.94	0.912	0.824	0.835
SBERT 2026.06		0.97	0.965	0.96	0.965	0.92	0.945	0.925	0.911	0.92	0.924	0.84	0.853	0.943	0.931	0.938	0.942	0.876	0.887
WL Kernel 2026.06		0.92	0.93	0.93	0.9	0.805	0.815	0.881	0.876	0.885	0.821	0.717	0.729	0.905	0.903	0.908	0.858	0.771	0.777
AvgEmbSim (RotatE) 2026.06		0.8	0.71	0.8	0.695	0.51	0.495	0.751	0.655	0.739	0.625	0.438	0.437	0.794	0.708	0.784	0.686	0.519	0.518
AvgEmbSim (INGRAM) 2026.06		0.79	0.705	0.745	0.585	0.41	0.445	0.731	0.65	0.703	0.526	0.362	0.383	0.782	0.715	0.759	0.611	0.469	0.483