Machine Translation on MCIF en-de
30.88BLEUPhi4Multimodal
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Phi4Multimodalf=252026.05 | 30.88 | 76.82 | 3,044 | 3,161 | 0.22 | |
| Phi4Multimodalf=152026.05 | 29.4 | 76.02 | 2,240 | 2,334 | 0.33 | |
| Qwen3-Omnif=252026.05 | 28.18 | 79.11 | 3,749 | 4,889 | 0.44 | |
| Qwen3-Omnif=152026.05 | 26.49 | 78.84 | 2,744 | 3,959 | 3.7 | |
| Qwen3-Omnif=52026.05 | 24.59 | 73.92 | 725 | 896 | 9.25 | |
| SeamlessM4Tf=122026.05 | 24.58 | 71.24 | 3,157 | 3,292 | 0.98 | |
| SeamlessM4Tf=82026.05 | 23.77 | 70.26 | 2,265 | 2,379 | 1.2 | |
| SeamlessM4Tf=42026.05 | 21.95 | 68.57 | 1,682 | 1,825 | 1.09 | |
| Phi4Multimodalf=52026.05 | 15.45 | 70.91 | 1,338 | 7,739 | 0.44 |