Machine Translation on WMT En→De 23
57.43BLRTOracle
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| OracleDecoding=Oracle, Dist.=-2025.12 | 57.43 | 69.1 | 18.6 | 44.54 | 8.52 | — | |
| MBRDecoding=MBR, Dist.=-2025.12 | 57.42 | 67.83 | 18.97 | 46.19 | 8.87 | — | |
| AC-PMBRDecoding=AC-PMBR, Dist.=D12, Reduction rate=Low, r=322025.12 | 57.29 | 67.94 | 19.09 | 46.23 | 8.77 | 3.1 | |
| AC-PMBRDecoding=AC-PMBR, Dist.=D6, Reduction rate=Low, r=322025.12 | 57.26 | 68 | 19.14 | 46.27 | 8.74 | 3.12 | |
| PMBRDecoding=PMBR, Dist.=-, Reduction rate=Low, r=162025.12 | 57.19 | 67.79 | 19.05 | 46.21 | 8.81 | 3.04 | |
| AC-PMBRDecoding=AC-PMBR, Dist.=D3, Reduction rate=Low, r=322025.12 | 57.01 | 67.57 | 19.19 | 46.6 | 8.8 | 3.23 | |
| AC-PMBRDecoding=AC-PMBR, Dist.=D12, Reduction rate=High, r=10242025.12 | 51.81 | 63.41 | 17.54 | 44.48 | 10.12 | 15.78 | |
| MBRDecoding=MBR, Dist.=D122025.12 | 51.33 | 63.54 | 17.73 | 44.53 | 9.79 | 9.58 | |
| AC-PMBRDecoding=AC-PMBR, Dist.=D6, Reduction rate=High, r=10242025.12 | 51.21 | 61.92 | 18.23 | 45.75 | 10.12 | 11.16 | |
| AC-PMBRDecoding=AC-PMBR, Dist.=D3, Reduction rate=High, r=10242025.12 | 50.49 | 60.56 | 18.15 | 46.17 | 10.42 | 10.29 | |
| PMBRDecoding=PMBR, Dist.=-, Reduction rate=High, r=5122025.12 | 50.42 | 60.92 | 16.76 | 44.05 | 10.8 | 26.06 | |
| MBRDecoding=MBR, Dist.=D62025.12 | 48.89 | 59.54 | 18.31 | 46.49 | 10.33 | 9.43 | |
| MBRDecoding=MBR, Dist.=D32025.12 | 46.68 | 57.2 | 18.12 | 46.69 | 10.79 | 10.38 | |
| MAPDecoding=MAP, Dist.=-2025.12 | 45.27 | 59.61 | 10.74 | 30.38 | 12.94 | — |