Link Prediction on Science4Cast SemanticGraph_delta_3_cutoff_0_minedge_1.pkl (test) benchmark leaderboard · SOTA2 Research

Link Prediction on Science4Cast SemanticGraph_delta_3_cutoff_0_minedge_1.pkl (test)

90.88AUCBaseline model

Evaluation Results

Method	Links
Baseline model2025.06		90.88	8.18	51.7	14.13	9,663,029	287,423	23,934	25,614
Baseline model2025.06		90.88	9.52	47.05	15.83	9,728,873	221,579	26,238	23,310
Baseline model2025.06		90.88	11.01	42.66	17.51	9,779,674	170,778	28,411	21,137
Baseline model2025.06		90.88	12.67	38.37	19.05	9,819,397	131,055	30,538	19,010
Baseline model2025.06		90.88	14.58	34.1	20.42	9,851,432	99,020	32,653	16,895
Baseline model2025.06		90.88	16.93	29.5	21.52	9,878,748	71,704	34,930	14,618
Baseline model2025.06		90.88	20.27	24.97	22.38	9,901,799	48,653	37,175	12,373
Baseline model2025.06		90.88	24.74	19.75	21.96	9,920,681	29,771	39,763	9,785
Baseline model2025.06		90.88	32.25	13.32	18.85	9,936,587	13,865	42,948	6,600
Baseline model2025.06		90.88	48.81	5.68	10.17	9,947,501	2,951	46,734	2,814