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Logical Query Answering on NELL995

0.833MRR (1-Path)ROG
0.288040.429520.5710.71248Feb 14, 2020Feb 4, 2021Jan 26, 2022Jan 18, 2023Jan 9, 2024Dec 30, 2024Dec 22, 2025

Evaluation results

MethodLinks
ROG2025.120.833—0.5920.4150.6110.5870.4290.5010.6220.572
CQD2025.120.664—0.3270.2680.5580.5120.3770.3360.4540.392
Q2B2025.120.531—0.310.2240.5140.4690.3110.2910.3760.215
BETAE2020.100.530.3070.2750.2810.3290.4510.1040.2180.3860.196
BQE2021.100.530.2460.130.1140.3760.4750.0850.1430.1220.241
GQE2025.120.525—0.2950.1530.3560.3880.2850.2540.2690.186
Query2Box-AVG-1P2020.020.4680.2270.1910.160.2340.2750.0940.1620.3320.125
CQD2021.100.4420.2730.2510.2260.3040.4410.1040.2120.3480.124
PERM2021.100.4320.2720.2440.2170.2960.4380.190.1780.3320.122
Q2B2020.100.4180.2550.2290.2080.2860.4120.1230.1990.2690.155
Query2Box2020.020.4130.2540.2270.2080.2880.4140.1250.1930.2660.155
QUERY2BOX (Q2B)2020.020.4130.2540.2270.2080.2880.4140.1250.1930.2660.155
Q2B2021.100.4130.2540.2270.2080.2880.4140.1550.1930.2660.125
Query2Box-AVGaggregator=AVG2020.020.4060.2350.2190.20.2510.3420.1140.1740.2590.149
Query2Box-DEEPSETSaggregator=DeepSets2020.020.4050.2460.2260.2070.2750.4030.1070.1820.2560.153
GQE2020.100.3280.2020.1930.1790.2310.3190.1030.162—0.131
Query2Box-SHAREDOFFSET2020.020.3180.1960.1870.1720.2280.3120.0980.1560.1690.127
GQE2020.020.3110.210.1930.1750.2730.3990.0780.1680.1590.13
GQE2020.020.3110.210.1930.1750.2730.3990.0780.1680.1590.13
GQE2021.100.3110.210.1930.1750.2730.3990.130.1680.1590.078
GQE-DOUBLEmodel_size=double2020.020.3090.2110.1920.1740.2750.4080.080.170.1560.129
GQE-DOUBLE2020.020.3090.2110.1920.1740.2750.4080.080.170.1560.129