Temporal Link Prediction on WIKI public (test)
0.4603MRRKnowledge Distillation for Temporal Knowledge Graph Reasoning
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Knowledge Distillation for Temporal Knowledge Graph ReasoningStudent Model=TADistMult2026.01 | 0.4603 | 3,142.85 | 0.425 | 0.4916 | 0.5114 | |
| BKDStudent Model=TADistMult2026.01 | 0.4589 | 3,150.11 | 0.4246 | 0.4887 | 0.5118 | |
| FitNetStudent Model=TADistMult2026.01 | 0.4392 | 3,158.2 | 0.3977 | 0.4738 | 0.5018 | |
| RKDStudent Model=TADistMult2026.01 | 0.4272 | 3,287.49 | 0.3632 | 0.4392 | 0.4728 | |
| BKDStudent Model=TTransE2026.01 | 0.0794 | 2,383.67 | 0.0475 | 0.0822 | 0.1404 | |
| Knowledge Distillation for Temporal Knowledge Graph ReasoningStudent Model=TTransE2026.01 | 0.0792 | 1,985.63 | 0.0486 | 0.0836 | 0.1494 | |
| RKDStudent Model=TTransE2026.01 | 0.0789 | 2,052.37 | 0.0472 | 0.0749 | 0.1285 | |
| FitNetStudent Model=TTransE2026.01 | 0.0786 | 2,148.86 | 0.0393 | 0.0778 | 0.1467 |