| Models | VietNews | WikiLingua | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| R1↑ | R2↑ | RL↑ | SC↑ | BS↑ | Cv↑ | De↑ | Cp↑ | R1↑ | R2↑ | RL↑ | SC↑ | BS↑ | Cv↑ | De↑ | Cp↑ | |
| URA-LLaMa 70B | 0.49 ± 0.00 | 0.23 ± 0.00 | 0.31 ± 0.00 | -0.08 ± 0.00 | 0.05 ± 0.11 | 0.89 ± 0.00 | 8.90 ± 0.03 | 18.48 ± 0.59 | 0.47 ± 0.00 | 0.20 ± 0.00 | 0.29 ± 0.00 | -0.16 ± 0.00 | 0.19 ± 0.13 | 0.86 ± 0.00 | 6.83 ± 0.09 | 25.30 ± 1.86 |
| URA-LLaMa 13B | 0.27 ± 0.00 | 0.12 ± 0.00 | 0.18 ± 0.00 | -0.09 ± 0.00 | 0.05 ± 0.11 | 0.56 ± 0.00 | 5.00 ± 0.04 | 153.55 ± 0.99 | 0.22 ± 0.00 | 0.09 ± 0.00 | 0.14 ± 0.00 | -0.16 ± 0.00 | 0.20 ± 0.007 | 0.48 ± 0.00 | 3.49 ± 0.04 | 190.09 ± 4.92 |
| URA-LLaMa 7B | 0.45 ± 0.00 | 0.21 ± 0.00 | 0.29 ± 0.00 | -0.08 ± 0.00 | 0.03 ± 0.09 | 0.91 ± 0.00 | 9.43 ± 0.03 | 6.42 ± 0.05 | 0.42 ± 0.00 | 0.18 ± 0.00 | 0.27 ± 0.00 | -0.16 ± 0.00 | 0.07 ± 0.12 | 0.89 ± 0.00 | 7.58 ± 0.05 | 7.14 ± 0.14 |
| LLaMa-2 13B | 0.45 ± 0.00 | 0.22 ± 0.00 | 0.29 ± 0.00 | -0.09 ± 0.00 | 0.00 ± 0.14 | 0.92 ± 0.00 | 9.49 ± 0.02 | 8.46 ± 0.29 | 0.47 ± 0.00 | 0.22 ± 0.00 | 0.29 ± 0.00 | -0.16 ± 0.00 | 0.34 ± 0.12 | 0.92 ± 0.00 | 9.39 ± 0.05 | 17.94 ± 2.84 |
| LLaMa-2 7B | 0.36 ± 0.00 | 0.17 ± 0.00 | 0.23 ± 0.00 | -0.09 ± 0.00 | -0.15 ± 0.12 | 0.69 ± 0.00 | 6.35 ± 0.03 | 7.59 ± 0.21 | 0.45 ± 0.00 | 0.20 ± 0.00 | 0.27 ± 0.00 | -0.16 ± 0.00 | 0.36 ± 0.00 | 0.83 ± 0.00 | 7.71 ± 0.07 | 12.39 ± 1.46 |
| MixSUra 8x7B | 0.44 ± - | 0.22 ± - | 0.29 ± - | - ± - | 0.07 ± - | 0.97 ± - | 35.67 ± - | 9.43 ± - | 0.47 ± - | 0.22 ± - | 0.29 ± - | - ± - | 0.19 ± - | 0.97 ± - | 28.97 ± - | 10.27 ± - |