Vision Language Model Routing on MME
78.53Utility (OpenAI)D-Attn
Evaluation results
| Method | Links | ||
|---|---|---|---|
| D-Attnk=10, routing=selection based2025.05 | 78.53 | 83.75 | |
| Linear (MF)matrix factorization=true, routing=selection based2025.05 | 77.95 | 74.59 | |
| Attnk=10, routing=selection based2025.05 | 77.56 | 82.39 | |
| kNNk=10, routing=selection based2025.05 | 77.41 | 67.74 | |
| MLP (MF)matrix factorization=true, routing=selection based2025.05 | 75.86 | 76.96 | |
| MLProuting=selection based2025.05 | 74.01 | 78.24 | |
| D-Attnk=100, routing=selection based2025.05 | 73.83 | 78.46 | |
| kNNk=100, routing=selection based2025.05 | 73.79 | 67.74 | |
| Attnk=100, routing=selection based2025.05 | 73.54 | 78.89 | |
| Graphk=10, routing=selection based2025.05 | 73.09 | 72.6 | |
| Linearrouting=selection based2025.05 | 72.17 | 70.92 | |
| Graphk=100, routing=selection based2025.05 | 69.17 | 76.47 |