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ResearchFormerly WizWand

Complex Query Answering (k=2 free variables) on FB15k-237

48HIT@10 (e=0, S)NS3M

Evaluation results

Method	Links
NS3M2026.05		48	46.7	46	46.1	59	35.5	33.2	48.7	42.8
FIT2026.05		45.9	43.1	45	45.4	50.2	36.4	34.8	42	41.2
lmpnn2026.05		40.9	40	38.5	38.4	52.7	30.3	27	39	35.4
FIT2026.05		40.7	34.3	37.2	34.4	33.7	36.2	34.7	33.7	35
ConE2026.05		40.1	40.8	37.6	38.1	55	28.8	27.5	41.4	35.8
NS3M2026.05		40.1	33.9	36.9	33.3	40.2	34.6	31.1	39.1	34.8
LogicE2026.05		39.7	38.8	36.2	36.5	51.1	27.8	26.2	38.3	34
BetaE2026.05		36.8	37.5	34.3	35.3	49.7	27.1	25.8	37.7	33
CQD2026.05		36.7	34.3	35.6	36.4	49.6	25.5	24	39.3	33
CQD2026.05		34.6	28.7	29.8	26.9	36.8	28.8	25	28.8	27.9
lmpnn2026.05		34.6	28.7	29.8	26.9	36.8	28.8	25	28.8	27.9
ConE2026.05		32.8	28.9	27.7	25.3	37.9	26	23.9	30.4	27
LogicE2026.05		31.9	27.3	26.4	24.3	34.5	25.1	23.2	26.5	25.4
BetaE2026.05		28.9	25.3	24.2	22.5	32.6	23.9	22	26.4	24.1
NS3M2026.05		6.9	7.6	7.4	7.7	14.6	3.3	3.3	9	6.6
lmpnn2026.05		6.8	7.5	5.9	5.6	13.1	2.6	2.3	6.4	5
ConE2026.05		6.7	7.2	6	5.8	14.2	2.7	2.4	7.6	5.4
FIT2026.05		6.7	7	7.1	7.2	11.7	3.2	3.4	7.1	5.9
LogicE2026.05		6.4	6.3	5.7	5.4	13.6	2.6	2.3	7	5
CQD2026.05		6.4	6.9	6.3	6.4	13.9	3	2.7	7.6	5.6
BetaE2026.05		5.9	5.7	5.1	4.9	12.3	2.2	2.1	6.6	4.6