instanceOf triple classification on YAGO39K (test) benchmark leaderboard · SOTA2 Research

instanceOf triple classification on YAGO39K (test)

93.8AccuracyTransC

Evaluation Results

Method	Links
TransC2018.11		93.8	94.8	92.7	93.7
DistMult2018.11		93.5	93.9	93	93.5
TransC2018.11		93.5	94.3	92.6	93.4
ComplEx2018.11		92.8	92.6	93.1	92.9
HolE2018.11		92.3	92.6	91.9	92.3
TransE2018.11		92.1	92.8	91.2	92
TransR2018.11		91.7	91.6	91.9	91.7
TransH2018.11		90.8	91.2	90.3	90.8
TransD2018.11		89.3	88.1	91	89.5
EIKE-PRE-EYE2024.01		89.26	88.81	89.84	89.32
EIKE-PRE-EYE2024.01		88.42	88.61	88.18	88.39
TransEllipsoid2024.01		87.23	87.89	86.36	87.12
EIKE-UNP-EYE2024.01		87.13	86.83	87.54	87.18
EIKE-UNP-EYE2024.01		86.81	87.26	86.2	86.2
EIKE-UNP-MAT2024.01		85.23	86.43	84.06	85.23
EIKE-PRE-MAT2024.01		84.34	85.76	82.36	84.02
EIKE-PRE-MAT2024.01		84.01	85.42	82.02	83.69
DistMult2018.11		83.9	86.8	80.1	83.3
DistMult2024.01		83.9	86.8	80.1	83.3
JECI2024.01		83.9	86.6	83	84.8
ComplEx2018.11		83.3	84.8	81.1	82.9
ComplEx2024.01		83.3	84.8	81.1	82.9
TransD2018.11		83.2	84.4	81.5	82.9
TransD2024.01		83.2	84.4	81.5	82.9
TransH2018.11		82.9	83.7	81.7	82.7
TransH2024.01		82.9	83.7	81.7	82.7
TransE2018.11		82.6	83.6	81	82.3
TransE2024.01		82.6	83.6	81	82.3
HolE2018.11		82.3	86.3	76.7	81.2
HolE2024.01		82.3	86.3	76.7	81.2
EIKE-UNP-MAT2024.01		81.97	83.99	79	81.42
Concept2Vec2024.01		81.7	81.3	82.4	81.8
TransR2018.11		80.6	79.4	82.5	80.9
TransR2024.01		80.6	79.4	82.5	80.9
TransC2018.11		80.2	81.6	80	79.7
TransC2024.01		80.2	81.6	80	79.7
TransFG2024.01		80.2	82.4	78.6	80.4
TransC2018.11		79.7	83.2	74.4	78.6
TransCuboid2024.01		79.3	80.43	77.44	78.91