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Logical Query Answering on FB15k

14.8Average MRRConE
-0.284163.631927.54811.46408Feb 14, 2020May 27, 2020Sep 7, 2020Dec 20, 2020Apr 2, 2021Jul 14, 2021Oct 26, 2021

Evaluation results

MethodLinks
ConEnegation=true2021.1014.8———17.918.712.59.8——15.1
BETAEnegation=true2021.1011.8———14.314.711.56.5——12.4
BETAE2020.100.4460.650.4210.3780.5290.640.2290.4150.4880.269—
Q2B2020.100.420.6710.380.2750.4920.6280.1920.3620.490.289—
Query2Box2020.020.410.6540.3730.2740.4880.6020.1940.3390.4680.301—
QUERY2BOX (Q2B)2020.020.410.6540.3730.2740.4880.6020.1940.3390.4680.301—
Query2Box-DEEPSETSaggregator=DeepSets2020.020.4020.6310.3710.2690.4990.6050.1810.3250.4370.298—
Query2Box-AVGaggregator=AVG2020.020.3960.6480.3680.270.4760.5640.1820.2950.4650.3—
GQE2020.020.3280.5050.320.2180.4390.5360.1390.2720.30.244—
GQE2020.020.3280.5050.320.2180.4390.5360.1390.2720.30.244—
GQE-DOUBLEmodel_size=double2020.020.3260.490.30.2220.4380.5320.1420.280.2850.242—
GQE-DOUBLE2020.020.3260.490.30.2220.4380.5320.1420.280.2850.242—
Query2Box-AVG-1P2020.020.3240.6880.2360.1590.3780.4350.1220.2250.4980.178—
GQE2020.100.3240.5460.3050.2220.3770.4840.1470.2480.3380.247—
Query2Box-SHAREDOFFSET2020.020.2960.5110.2730.1990.3510.4440.1320.2330.3110.213—