Vision Language Model Routing on Flickr30k
56.88Utility (OpenAI)kNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| kNNk=10, routing=selection based2025.05 | 56.88 | 47.5 | |
| Attnk=10, routing=selection based2025.05 | 56.88 | 56.42 | |
| Attnk=100, routing=selection based2025.05 | 56.65 | 53.39 | |
| MLProuting=selection based2025.05 | 56.62 | 51.51 | |
| kNNk=100, routing=selection based2025.05 | 56.37 | 47.52 | |
| Linearrouting=selection based2025.05 | 56.37 | 51.06 | |
| Linear (MF)matrix factorization=true, routing=selection based2025.05 | 56.37 | 46.42 | |
| MLP (MF)matrix factorization=true, routing=selection based2025.05 | 56.37 | 46.32 | |
| Graphk=10, routing=selection based2025.05 | 56.37 | 48.69 | |
| D-Attnk=10, routing=selection based2025.05 | 55.29 | 56.19 | |
| Graphk=100, routing=selection based2025.05 | 54.68 | 53.99 | |
| D-Attnk=100, routing=selection based2025.05 | 53.88 | 52.36 |