Utility Prediction Routing on Flickr30k
78OpenAI ScoreOracle
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Oracle2025.05 | 78 | 73.91 | |
| MLPMF=true2025.05 | 60.29 | 61.61 | |
| D-Attnk=102025.05 | 59.9 | 59.37 | |
| MLP2025.05 | 59.5 | 58.87 | |
| Linear2025.05 | 59.42 | 61.69 | |
| kNNk=102025.05 | 59.29 | 61.41 | |
| kNNk=1002025.05 | 58.89 | 61.16 | |
| LinearMF=true2025.05 | 58.82 | 61.3 | |
| D-Attnk=1002025.05 | 58.72 | 51.93 | |
| Graphk=102025.05 | 58.66 | 58.34 | |
| Attnk=1002025.05 | 58.59 | 54.42 | |
| Graphk=1002025.05 | 58.56 | 61.4 | |
| Attnk=102025.05 | 58.31 | 58.29 | |
| Random2025.05 | 54.12 | 49.5 |