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SotA/Graphs/Link Prediction/ICEWS14

Link Prediction on ICEWS14

Metric: MRR (higher is better)

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Results

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#Model↕MRR▼Extra DataPaperDate↕Code
1SPA0.658NoSearch to Pass Messages for Temporal Knowledge G...2022-10-30Code
2TLT-KGE(Quaternion)0.634No--Code
3TNTComplEx (x10)0.62NoTensor Decompositions for temporal knowledge bas...2020-04-10Code
4RotateQVS0.591NoRotateQVS: Representing Temporal Information as ...2022-03-15-
5TimePlex0.589NoTemporal Knowledge Base Completion: New Algorith...2020-05-02Code
6TNTComplEx0.56NoTensor Decompositions for temporal knowledge bas...2020-04-10Code
7ATiSE0.55NoRotateQVS: Representing Temporal Information as ...2022-03-15-
8TeRo-Large0.534NoRotateQVS: Representing Temporal Information as ...2022-03-15-
9DE-SimplE0.526NoRotateQVS: Representing Temporal Information as ...2022-03-15-
10TA-DistMult0.477NoRotateQVS: Representing Temporal Information as ...2022-03-15-
11QuatE0.471NoRotateQVS: Representing Temporal Information as ...2022-03-15-
12DistMult0.439NoRotateQVS: Representing Temporal Information as ...2022-03-15-
13RotatE0.418NoRotateQVS: Representing Temporal Information as ...2022-03-15-
14HyTE0.297NoRotateQVS: Representing Temporal Information as ...2022-03-15-
15TransE0.28NoRotateQVS: Representing Temporal Information as ...2022-03-15-
16TTransE0.255NoRotateQVS: Representing Temporal Information as ...2022-03-15-