Knowledge Graph Recommendation on STM-KG (In-domain)
27.3MAPSKG-AR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SKG-ARTop-k=502026.01 | 27.3 | 30.8 | |
| LLM-enhancedTop-k=502026.01 | 25.8 | 29 | |
| SKG-ARTop-k=202026.01 | 25.1 | 28.1 | |
| TIDRecTop-k=502026.01 | 24 | 27.1 | |
| LLM-enhancedTop-k=202026.01 | 23.8 | 26.5 | |
| SMIGNNTop-k=502026.01 | 22.4 | 25.3 | |
| SKG-ARTop-k=102026.01 | 22.3 | 25 | |
| TIDRecTop-k=202026.01 | 22.1 | 24.8 | |
| Baseline 2Top-k=502026.01 | 21.2 | 23.7 | |
| LLM-enhancedTop-k=102026.01 | 21 | 23.6 | |
| SMIGNNTop-k=202026.01 | 20.7 | 23.1 | |
| TIDRecTop-k=102026.01 | 19.8 | 22 | |
| Baseline 2Top-k=202026.01 | 19.4 | 21.7 | |
| SMIGNNTop-k=102026.01 | 18.5 | 20.6 | |
| Baseline 2Top-k=102026.01 | 17.3 | 19.4 | |
| Baseline 1Top-k=502026.01 | 16.8 | 18.8 | |
| Baseline 1Top-k=202026.01 | 15.7 | 17.6 | |
| Baseline 1Top-k=102026.01 | 14.4 | 16.1 |