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ResearchFormerly WizWand

Temporal Knowledge Graph Reasoning on ICEWS 18 (meta-test)

0.34MRRMetaTKGR
0.046720.122860.1990.27514Oct 16, 2022
Updated 8mo ago

Evaluation results

MethodLinks
MetaTKGRShot count=32022.100.340.2380.3090.459
MetaTKGRshot=3-shot2022.100.3350.2490.340.527
MetaDyGNNshot=3-shot2022.100.3070.2160.3090.469
MetaDyGNNShot count=32022.100.3070.210.2980.41
RE-GCNshot=3-shot2022.100.2330.1420.2380.35
RE-NETshot=3-shot2022.100.2320.1390.2410.369
RE-NETShot count=32022.100.2320.1190.2410.369
I-GENshot=3-shot2022.100.2120.120.2510.346
I-GENShot count=32022.100.2120.120.2510.346
LANshot=3-shot2022.100.2070.1190.2340.321
LANShot count=32022.100.2070.1190.2340.321
T-GENshot=3-shot2022.100.1690.1220.1840.265
T-GENShot count=32022.100.1690.1220.1840.265
RotatEshot=3-shot2022.100.0780.0740.0820.128
RotatEShot count=32022.100.0780.0740.0820.128
TransRshot=3-shot2022.100.0610.0620.0730.109
TransRShot count=32022.100.0610.0620.0730.109
TransEshot=3-shot2022.100.0580.0520.0620.098
TransEShot count=32022.100.0580.0520.0620.098