Interactive Query Answering on Hetionet (test) benchmark leaderboard · SOTA2 Research

Interactive Query Answering on Hetionet (test)

79.18Avg Pairwise Acc (1p)LightGBM

Updated 4mo ago

Evaluation Results

Method	Links
LightGBM2025.08		79.18	65.73	63.76	75.71	75.2	64.63	69.48	71.17	68.62	63.37	64.24	74.14	74.24	67.16	69.76	13.37	8.47	11.31	11.42	14.28	10.26	11.47	9.26	7.87	8.19	7.23	9.87	9.19	7.32	9.97	41.45	41.17	49.29	39.12	41.06	43.87	40.7	35.96	29.84	43.06	39.6	38.24	40.35	43.64	40.52
Cosine2025.08		75.27	73.3	71.65	72.13	71.48	73.19	73.57	74.19	74.58	73.29	71.12	75.06	70.7	69.21	72.77	22.07	9.26	9.66	20.4	24.45	10.61	13.94	13.52	12.75	8.77	8.3	9.24	15.06	8.23	13.3	53.28	45.09	49.16	53.79	56.23	46.8	47.95	46.59	44.64	46.79	44.57	35.94	52.21	47.01	47.86
NQR2025.08		68.17	63.19	60.78	65.96	65.3	65.4	67.12	66.84	69.39	61.6	60.67	67.28	63.44	59.59	64.62	26.39	8.87	9.32	22.89	27.23	10.77	15.51	15.11	13.2	7.82	7.66	7.23	18.72	8.22	14.21	53.04	42.28	41.44	53.16	55.79	45.77	48.91	45.97	43.34	40.97	40.23	27.65	54.24	43.83	45.47
Unconstrained2025.08		51.75	50.73	50.55	51.78	51.19	51	51.06	48.03	41.51	49.99	48.84	51.73	52.62	50.58	50.1	25.91	4.83	7.86	21.74	26.2	7.98	15	13.27	8.53	4.25	3.8	3.27	18.89	5.69	11.95	44.2	19.83	26.34	43.06	45.51	24.72	38.31	33.33	22.95	19.29	17.58	9.62	48.75	23.92	29.81