Machine Translation on WMT En-De 14 (SacreBLEU)
27.78SacreBLEUSCLM
Evaluation Results
| Method | Links | |
|---|---|---|
| SCLMKD=true2026.02 | 27.78 | |
| Transformerbeam=52026.02 | 27.71 | |
| DifformerKD=true2026.02 | 27.13 | |
| TransformerMBR=52026.04 | 26.85 | |
| Transformerbeam=12026.02 | 26.57 | |
| RDM2026.02 | 26.54 | |
| DINOISER2026.02 | 25.88 | |
| E2D22026.02 | 24.8 | |
| FastDiSSMBR=20, NFE=52026.04 | 24.69 | |
| NeoDiff2026.02 | 24.64 | |
| FastDiSSMBR=20, NFE=202026.04 | 24.57 | |
| FastDiSSMBR=10, NFE=202026.04 | 24.5 | |
| FastDiSSMBR=10, NFE=52026.04 | 24.33 | |
| DINOISERMBR=50, NFE=202026.04 | 24.26 | |
| Difformer‡MBR=20, NFE=202026.04 | 23.8 | |
| CMLMMBR=52026.04 | 23.22 | |
| SeqDiffuSeq2026.02 | 19.76 | |
| SeqDiffuSeqMBR=10, NFE=20002026.04 | 19.76 | |
| CDCD2026.02 | 19.7 | |
| MDLM2026.02 | 18.4 | |
| DiffusionLM2026.02 | 17.41 | |
| DiffusionLM‡MBR=50, NFE=202026.04 | 17.41 |