Complex Query Answering (Cardinality Prediction) on FB15k benchmark leaderboard · SOTA2 Research

Complex Query Answering (Cardinality Prediction) on FB15k

97.1Spearman Correlation (1p)GNN-QE

Evaluation Results

Method	Links
GNN-QE2026.02		97.1	95.2	96.7	92.6	98.7	93.6	93.7	92.3	99.2	98.5	88	94	99.1
HYQNET2026.02		97.1	95.8	97	94.1	98.8	93.8	93.9	93.4	99	98.4	90.8	94.8	99.1
BetaE2026.02		37.3	49.4	47.8	47.2	57.2	39.7	51.9	42.1	62.2	54.8	45.9	46.5	60.8
Q2B2026.02		30.1	—	21.9	26.2	33.1	27	29.7	13.9	—	—	—	—	—