Machine Translation on IWSLT En-De 14
28.3SacreBLEUTransformer
Evaluation Results
| Method | Links | |
|---|---|---|
| TransformerMBR=52026.04 | 28.3 | |
| Transformerbeam=52026.02 | 28.24 | |
| SCLMKD=true2026.02 | 27.52 | |
| DifformerKD=true2026.02 | 27.21 | |
| Transformerbeam=12026.02 | 27.19 | |
| FastDiSSMBR=20, NFE=202026.04 | 26.39 | |
| FastDiSSMBR=10, NFE=202026.04 | 26.29 | |
| WDR2026.02 | 26.26 | |
| DINOISER2026.02 | 26.14 | |
| SCLMKD=false2026.02 | 26.1 | |
| FastDiSSMBR=20, NFE=52026.04 | 26.02 | |
| AR-Diffusion2026.02 | 26.01 | |
| AR-DiffusionMBR=10, NFE=202026.04 | 26.01 | |
| FastDiSSMBR=10, NFE=52026.04 | 25.73 | |
| DINOISERMBR=50, NFE=202026.04 | 25.7 | |
| CMLMMBR=52026.04 | 24.34 | |
| GENIE2026.02 | 23.89 | |
| Difformer‡MBR=20, NFE=202026.04 | 23.31 | |
| DifformerKD=false2026.02 | 22.99 | |
| DiffusionLM‡MBR=50, NFE=202026.04 | 22.91 | |
| SeqDiffuSeq2026.02 | 22.12 | |
| SeqDiffuSeqMBR=10, NFE=20002026.04 | 22.12 |