Machine Translation on WMT14 DE-EN
32.09SacreBLEUMeta-DiffuB
Evaluation Results
| Method | Links | |
|---|---|---|
| Meta-DiffuBD_theta=Dinoiser2024.10 | 32.09 | |
| Transformerbeam=52026.02 | 32 | |
| SCLMKD=true2026.02 | 30.96 | |
| Transformerbeam=12026.02 | 30.72 | |
| TransformerMBR=52026.04 | 30.55 | |
| Dinoiser2024.10 | 30.3 | |
| DINOISER2026.02 | 30.3 | |
| DifformerKD=true2026.02 | 30.02 | |
| FastDiSSMBR=20, NFE=202026.04 | 29.83 | |
| FastDiSSMBR=20, NFE=52026.04 | 29.75 | |
| FastDiSSMBR=10, NFE=52026.04 | 29.54 | |
| FastDiSSMBR=10, NFE=202026.04 | 29.47 | |
| DINOISERMBR=50, NFE=202026.04 | 29.05 | |
| CMLMMBR=52026.04 | 28.71 | |
| Meta-DiffuBD_theta=DiffuSeq2024.10 | 26.17 | |
| Meta-DiffuBD_theta=SeqDiffuSeq2024.10 | 26.14 | |
| CDCD2026.02 | 25.4 | |
| Difformer‡MBR=20, NFE=202026.04 | 25.3 | |
| SeqDiffuSeq2026.02 | 23.93 | |
| SeqDiffuSeqMBR=10, NFE=20002026.04 | 23.93 | |
| SeqDiffuSeq2024.10 | 23.28 | |
| DiffuSeq2024.10 | 22.72 | |
| DiffuSeqMBR=10, NFE=20002026.04 | 22.72 | |
| DiffusionLM‡MBR=50, NFE=202026.04 | 19.69 |