Nile Translation on Nile Translation
82AccuracyPara-PLUIE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Para-PLUIEbackbone=Llama, Threshold=02026.02 | 82 | 79 | 89 | 84 | |
| *-PLUIEbackbone=Phi, Threshold=-3.142026.02 | 81 | 95 | 78 | 85 | |
| *-PLUIEbackbone=Phi, Threshold=02026.02 | 81 | 85 | 84 | 85 | |
| Para-PLUIEbackbone=Phi, Threshold=-3.432026.02 | 81 | 87 | 83 | 85 | |
| Para-PLUIEbackbone=Llama, Threshold=-13.732026.02 | 81 | 92 | 80 | 85 | |
| LLM-Yes/Nobackbone=Phi2026.02 | 81 | 88 | 86 | 87 | |
| LLM-Yes/Nobackbone=Llama2026.02 | 81 | 90 | 86 | 88 | |
| *-PLUIEbackbone=Llama, Threshold=3.972026.02 | 80 | 92 | 79 | 85 | |
| *-PLUIEbackbone=Llama, Threshold=02026.02 | 79 | 94 | 77 | 84 | |
| Para-PLUIEbackbone=Phi, Threshold=02026.02 | 73 | 63 | 88 | 73 | |
| BERTScoreThreshold=0.392026.02 | 67 | 100 | 64 | 78 | |
| LevenshteinThreshold=0.172026.02 | 65 | 95 | 64 | 77 | |
| Modern BertScoreThreshold=0.682026.02 | 63 | 96 | 63 | 76 | |
| METEORThreshold=0.02026.02 | 60 | 100 | 60 | 75 | |
| BLEUThreshold=0.02026.02 | 60 | 100 | 60 | 75 | |
| Random weighted2026.02 | 52 | 60 | 61 | 61 | |
| Random uniform2026.02 | 49 | 48 | 60 | 53 |