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ResearchFormerly WizWand

Temporal Knowledge Graph Reasoning on YAGO meta (test)

0.37MRRMetaTKGR
0.217120.256810.29650.33619Oct 16, 2022
Updated 8mo ago

Evaluation results

MethodLinks
MetaTKGRshot=3-shot2022.100.370.3030.4160.558
MetaTKGRShot count=32022.100.370.3030.4160.558
MetaDyGNNshot=3-shot2022.100.350.270.3790.511
MetaDyGNNShot count=32022.100.3290.2530.3350.489
T-GENShot count=32022.100.310.2160.350.469
T-GENshot=3-shot2022.100.3040.2380.310.394
I-GENshot=3-shot2022.100.3030.2380.3230.42
I-GENShot count=32022.100.3030.2380.3230.42
RE-GCNshot=3-shot2022.100.2830.2260.3070.421
RE-NETshot=3-shot2022.100.2610.210.2980.41
RE-NETShot count=32022.100.2610.210.2510.331
RotatEshot=3-shot2022.100.2410.1820.2780.409
RotatEShot count=32022.100.2410.1820.2780.409
TransRshot=3-shot2022.100.2340.1650.2590.382
TransRShot count=32022.100.2340.1650.2590.382
LANshot=3-shot2022.100.230.1540.2470.352
LANShot count=32022.100.230.1540.2470.352
TransEshot=3-shot2022.100.2230.1580.2420.36
TransEShot count=32022.100.2230.1580.2420.36