Multilingual Machine Translation on OPUS-7
79.03Ar ScoreTransformer-subword
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Transformer-subwordNumber of Parameters=60.5M, Direction=XX -> En2024.05 | 79.03 | 80.1 | 79.27 | 78.01 | 78.14 | 79.15 | 78.89 | 78.65 | |
| Transformer-subwordParameters=60.5M2024.05 | 79.03 | 80.1 | 79.27 | 78.01 | 78.14 | 79.15 | 78.89 | 78.65 | |
| MSCNumber of Parameters=44.8M, Direction=XX -> En2024.05 | 78.9 | 78.84 | 78.32 | 77.37 | 76.92 | 78.09 | 78.08 | 77.85 | |
| MSCParameters=44.8M2024.05 | 78.9 | 78.84 | 78.32 | 77.37 | 76.92 | 78.09 | 78.08 | 77.85 | |
| Byte-nCFNumber of Parameters=47.0M, Direction=XX -> En2024.05 | 78.68 | 78.62 | 78.24 | 77.18 | 76.77 | 77.88 | 77.9 | 77.55 | |
| Byte-nCFParameters=47.0M2024.05 | 78.68 | 78.62 | 78.24 | 77.18 | 76.77 | 77.88 | 77.9 | 77.55 | |
| Transformer-subwordNumber of Parameters=60.5M, Direction=En -> XX2024.05 | 78.5 | 78.41 | 76.94 | 78.05 | 79.09 | 79.72 | 78.45 | 78.65 | |
| Transformer-subwordParameters=60.5M2024.05 | 78.5 | 78.41 | 76.94 | 78.05 | 79.09 | 79.72 | 78.45 | 78.65 | |
| Transformer-byteNumber of Parameters=44.6M, Direction=XX -> En2024.05 | 77.31 | 77.69 | 77.16 | 75.98 | 75.84 | 76.66 | 76.74 | 76.19 | |
| Transformer-byteParameters=44.6M2024.05 | 77.31 | 77.69 | 77.16 | 75.98 | 75.64 | 76.66 | 76.74 | 76.19 | |
| MSCNumber of Parameters=44.8M, Direction=En -> XX2024.05 | 76.77 | 76.36 | 74.32 | 76.08 | 74.28 | 87.92 | 77.62 | 77.85 | |
| MSCParameters=44.8M2024.05 | 76.77 | 76.36 | 74.32 | 76.08 | 74.28 | 87.92 | 77.62 | 77.85 | |
| Byte-nCFNumber of Parameters=47.0M, Direction=En -> XX2024.05 | 76.35 | 76.08 | 73.85 | 75.61 | 73.73 | 87.63 | 77.21 | 77.55 | |
| Byte-nCFParameters=47.0M2024.05 | 76.35 | 76.08 | 73.85 | 75.61 | 73.73 | 87.63 | 77.21 | 77.55 | |
| Transformer-byteNumber of Parameters=44.6M, Direction=En -> XX2024.05 | 75 | 75.64 | 74.37 | 72.51 | 74.11 | 86.46 | 75.64 | 76.19 | |
| Transformer-byteParameters=44.6M2024.05 | 75 | 75.64 | 74.37 | 72.51 | 71.38 | 86.46 | 75.89 | 76.19 |