Political Party Family Fairness Evaluation on Manifesto 10-language character-stratified subset
2.2LEF (Borda Count)Llama-3.1-8B
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Llama-3.1-8BStage=Base2026.06 | 2.2 | 3 | 1.6 | 2.5 | 0.7 | |
| Llama-3.1-70BStage=Base2026.06 | 2.1 | 3.3 | 1.8 | 2.4 | 0.4 | |
| Llama-3.1-70BStage=Instruct2026.06 | 2.1 | 3.1 | 1.7 | 2.5 | 0.6 | |
| Fair ModelStage=-2026.06 | 2 | 2 | 2 | 2 | 2 | |
| Gemma-3-4BStage=Base2026.06 | 2 | 3.3 | 1.7 | 2.5 | 0.5 | |
| Llama-3.1-8BStage=Instruct2026.06 | 2 | 3 | 1.5 | 2.7 | 0.8 | |
| Qwen3-4BStage=Base2026.06 | 1.9 | 3 | 1.8 | 2.6 | 0.7 | |
| Qwen3-8BStage=Instruct2026.06 | 1.9 | 3.2 | 2 | 2.5 | 0.4 | |
| Qwen3-8BStage=Base2026.06 | 1.8 | 3 | 1.9 | 2.6 | 0.7 | |
| Gemma-3-4BStage=Instruct2026.06 | 1.6 | 3 | 1.8 | 3.1 | 0.5 | |
| Qwen3-4BStage=Instruct2026.06 | 1.5 | 3.3 | 1.9 | 2.7 | 0.6 |