Interactive Query Answering on FB15k237 (Preference Sets) benchmark leaderboard · SOTA2 Research

Interactive Query Answering on FB15k237 (Preference Sets)

87.681pCosine

Evaluation Results

Method	Links
Cosine2025.08		87.68	—	—	—	92.27	95.26	89.09	86.18	91.49	93.35	91.38	82.53	89.34	91.2	89.31	87.62	91.09	89.84
NQR2025.08		76.04	—	—	—	90.4	93.59	79.38	76.49	88.58	88.12	90.67	77.19	86.44	85.03	79.88	81.24	84.8	84.13
LightGBM2025.08		73.41	—	—	—	73.46	66.2	61.9	73.47	55.11	62.31	83.61	66.28	53	63.46	63.01	58.37	66.54	65.72
Cosine2025.08		60.65	—	—	—	50.59	59.01	63.31	66.74	57.8	56.59	52	53.93	55.02	53.09	39.22	56.85	56.53	55.81
NQR2025.08		59.27	—	—	—	56.98	58.29	59.97	66.56	57.56	59.64	52.46	49.22	53.78	49.1	17.79	51.53	48.76	52.92
LightGBM2025.08		43.87	—	—	—	39.68	40.8	47.51	65.06	43.67	37.18	44.33	46.48	25.32	29.57	24.32	33.94	37.47	39.94
Unconstrained2025.08		39.66	—	—	—	54.92	53.16	42.82	55.02	58.34	55.71	58.23	39.35	52.46	40.32	34.87	42.43	44.96	48.02
Unconstrained2025.08		32.99	—	—	—	28.45	27.83	38.17	58.53	37.63	35.48	18.97	27.06	16.39	17.51	4.05	24.15	12.58	27.13