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SotA/Graphs/Link Prediction/ICEWS05-15

Link Prediction on ICEWS05-15

Metric: MRR (higher is better)

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#Model↕MRR▼Extra DataPaperDate↕Code
1SPA0.713NoSearch to Pass Messages for Temporal Knowledge G...2022-10-30Code
2TLT-KGE(Quaternion)0.69No--Code
3TNTComplEx (x10)0.67NoTensor Decompositions for temporal knowledge bas...2020-04-10Code
4RotateQVS0.633NoRotateQVS: Representing Temporal Information as ...2022-03-15-
5TimePlex0.632NoTemporal Knowledge Base Completion: New Algorith...2020-05-02Code
6TNTComplEx0.6NoTensor Decompositions for temporal knowledge bas...2020-04-10Code
7TeRo-Large0.534NoRotateQVS: Representing Temporal Information as ...2022-03-15-
8ATiSE0.519NoRotateQVS: Representing Temporal Information as ...2022-03-15-
9DE-SimplE0.513NoRotateQVS: Representing Temporal Information as ...2022-03-15-
10QuatE0.482NoRotateQVS: Representing Temporal Information as ...2022-03-15-
11TA-DistMult0.474NoRotateQVS: Representing Temporal Information as ...2022-03-15-
12DistMult0.456NoRotateQVS: Representing Temporal Information as ...2022-03-15-
13HyTE0.316NoRotateQVS: Representing Temporal Information as ...2022-03-15-
14RotatEYAGO3-100.304NoRotateQVS: Representing Temporal Information as ...2022-03-15-
15TransE0.294NoRotateQVS: Representing Temporal Information as ...2022-03-15-
16TTransE0.271NoRotateQVS: Representing Temporal Information as ...2022-03-15-