Multimodal Understanding on DeepSeek-VL2 Evaluation Suite
72.68Average ScoreBaseline
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BaselineToken Retention Rate=100%2025.11 | 72.68 | 0 | 0 | |
| FastMMoE*Token Retention Rate=75%2025.11 | 72.49 | 0.19 | 21.09 | |
| FastVToken Retention Rate=75%2025.11 | 72.18 | 0.5 | 21.09 | |
| FastMMoE*Token Retention Rate=50%2025.11 | 71.94 | 0.74 | 43.07 | |
| FastVToken Retention Rate=50%2025.11 | 71.91 | 0.77 | 43.07 | |
| SparseVLMToken Retention Rate=75%2025.11 | 71.72 | 0.96 | 21.09 | |
| FastMMoE*Token Retention Rate=25%2025.11 | 70.32 | 2.36 | 63.66 | |
| SparseVLMToken Retention Rate=50%2025.11 | 70.31 | 2.37 | 43.07 | |
| FastVToken Retention Rate=25%2025.11 | 70.02 | 2.66 | 63.66 | |
| SparseVLMToken Retention Rate=25%2025.11 | 66.61 | 6.07 | 63.66 |