Multilingual Machine Translation on OPUS-16 En → XX
27.88High ScoreTHOR-MoE
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| THOR-MoEArchitecture=MoE, Routing=Top-22025.05 | 27.88 | 47.29 | 24.85 | 31.98 | |
| THOR-MoEArchitecture=MoE, Routing=Top-p2025.05 | 27.63 | 46.82 | 24.15 | 31.55 | |
| THOR-MoEArchitecture=MoE, Routing=Top-12025.05 | 27.21 | 46.37 | 23.88 | 31.17 | |
| Lingual-MoEArchitecture=MoE2025.05 | 27.11 | 46.24 | 23.34 | 30.95 | |
| ST-MoEArchitecture=MoE2025.05 | 26.55 | 43.04 | 20.23 | 29.09 | |
| Residual-MoEArchitecture=MoE2025.05 | 26.52 | 43.49 | 21.58 | 29.53 | |
| GS-MoEArchitecture=MoE2025.05 | 25.55 | 40.71 | 18.97 | 27.7 | |
| Transformer-baseArchitecture=Dense2025.05 | 25.37 | 39.12 | 14.78 | 26.16 | |
| Hybrid-MoEArchitecture=MoE2025.05 | 24.56 | 31.7 | 13.38 | 23.55 | |
| LS-MoEArchitecture=MoE2025.05 | 20.06 | 37.31 | 11.72 | 22.29 |