Machine Translation on WMT de-en & fr-en 14 (test)
0.92ScoreSNNE
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SNNEModel=Phi-3-mini, Correctness Metric=BERTScore2025.05 | 0.92 | — | — | — | — | — | — | — | — | — | — | — | — | 0.75 | |
| WSNNEModel=Phi-3-mini, Correctness Metric=BERTScore2025.05 | 0.92 | — | — | — | 0.75 | — | — | — | — | — | — | — | — | — | |
| KLEfullModel=Phi-3-mini, Correctness Metric=BERTScore2025.05 | 0.92 | 0.71 | — | — | — | — | — | — | — | — | — | — | — | — | |
| SEModel=Phi-3-mini, Correctness Metric=BERTScore2025.05 | 0.92 | — | 0.7 | — | — | — | — | — | — | — | — | — | — | — | |
| NEModel=Phi-3-mini, Correctness Metric=BERTScore2025.05 | 0.92 | — | — | 0.73 | — | — | — | — | — | — | — | — | — | — | |
| KLEheatModel=Phi-3-mini, Correctness Metric=BERTScore2025.05 | 0.92 | — | — | — | — | 0.71 | — | — | — | — | — | — | — | — | |
| DSEModel=Phi-3-mini, Correctness Metric=BERTScore2025.05 | 0.92 | — | — | — | — | — | 0.7 | — | — | — | — | — | — | — | |
| pTrueModel=Phi-3-mini, Correctness Metric=BERTScore2025.05 | 0.92 | — | — | — | — | — | — | 0.7 | — | — | — | — | — | — | |
| NumSetModel=Phi-3-mini, Correctness Metric=BERTScore2025.05 | 0.92 | — | — | — | — | — | — | — | 0.7 | — | — | — | — | — | |
| LexSimModel=Phi-3-mini, Correctness Metric=BERTScore2025.05 | 0.92 | — | — | — | — | — | — | — | — | 0.73 | — | — | — | — | |
| SumEigvModel=Phi-3-mini, Correctness Metric=BERTScore2025.05 | 0.92 | — | — | — | — | — | — | — | — | — | 0.7 | — | — | — | |
| DegModel=Phi-3-mini, Correctness Metric=BERTScore2025.05 | 0.92 | — | — | — | — | — | — | — | — | — | — | 0.71 | — | — | |
| EccenModel=Phi-3-mini, Correctness Metric=BERTScore2025.05 | 0.92 | — | — | — | — | — | — | — | — | — | — | — | 0.71 | — | |
| SNNEModel=Phi-3-mini, Correctness Metric=ROUGE-L2025.05 | 0.62 | — | — | — | — | — | — | — | — | — | — | — | — | 0.63 | |
| WSNNEModel=Phi-3-mini, Correctness Metric=ROUGE-L2025.05 | 0.62 | — | — | — | 0.63 | — | — | — | — | — | — | — | — | — | |
| KLEfullModel=Phi-3-mini, Correctness Metric=ROUGE-L2025.05 | 0.62 | 0.58 | — | — | — | — | — | — | — | — | — | — | — | — | |
| SEModel=Phi-3-mini, Correctness Metric=ROUGE-L2025.05 | 0.62 | — | 0.57 | — | — | — | — | — | — | — | — | — | — | — | |
| NEModel=Phi-3-mini, Correctness Metric=ROUGE-L2025.05 | 0.62 | — | — | 0.6 | — | — | — | — | — | — | — | — | — | — | |
| KLEheatModel=Phi-3-mini, Correctness Metric=ROUGE-L2025.05 | 0.62 | — | — | — | — | 0.58 | — | — | — | — | — | — | — | — | |
| DSEModel=Phi-3-mini, Correctness Metric=ROUGE-L2025.05 | 0.62 | — | — | — | — | — | 0.57 | — | — | — | — | — | — | — | |
| pTrueModel=Phi-3-mini, Correctness Metric=ROUGE-L2025.05 | 0.62 | — | — | — | — | — | — | 0.56 | — | — | — | — | — | — | |
| NumSetModel=Phi-3-mini, Correctness Metric=ROUGE-L2025.05 | 0.62 | — | — | — | — | — | — | — | 0.56 | — | — | — | — | — | |
| LexSimModel=Phi-3-mini, Correctness Metric=ROUGE-L2025.05 | 0.62 | — | — | — | — | — | — | — | — | 0.61 | — | — | — | — | |
| SumEigvModel=Phi-3-mini, Correctness Metric=ROUGE-L2025.05 | 0.62 | — | — | — | — | — | — | — | — | — | 0.57 | — | — | — | |
| DegModel=Phi-3-mini, Correctness Metric=ROUGE-L2025.05 | 0.62 | — | — | — | — | — | — | — | — | — | — | 0.57 | — | — | |
| EccenModel=Phi-3-mini, Correctness Metric=ROUGE-L2025.05 | 0.62 | — | — | — | — | — | — | — | — | — | — | — | 0.58 | — |