Cross-Lingual Knowledge Alignment on BMLAMA
0.9156Pearson CorrelationANC
Evaluation results
| Method | Links | |
|---|---|---|
| ANCModel=OLMo 2, Size=7B2025.07 | 0.9156 | |
| NAVCAModel=Mistral 0.3, Size=7B2025.07 | 0.9062 | |
| NAVCAModel=Llama 2, Size=7B2025.07 | 0.8924 | |
| ANCModel=Llama 2, Size=7B2025.07 | 0.8895 | |
| NAVCAModel=OLMo 2, Size=7B2025.07 | 0.8871 | |
| SVCCAModel=Llama 3.1, Size=8B2025.07 | 0.88 | |
| MEXAModel=Mistral 0.3, Size=7B2025.07 | 0.8795 | |
| NAVCAModel=Qwen 2.5, Size=7B2025.07 | 0.8773 | |
| NASCAModel=Mistral 0.3, Size=7B2025.07 | 0.875 | |
| NASCAModel=Llama 2, Size=7B2025.07 | 0.8707 | |
| ANCModel=Qwen 2.5, Size=7B2025.07 | 0.8663 | |
| ANCModel=Mistral 0.3, Size=7B2025.07 | 0.8646 | |
| ANCModel=Llama 3.1, Size=8B2025.07 | 0.8645 | |
| SVCCAModel=Qwen 2.5, Size=7B2025.07 | 0.8608 | |
| NASCAModel=Qwen 2.5, Size=7B2025.07 | 0.8575 | |
| SVCCAModel=Llama 2, Size=7B2025.07 | 0.8516 | |
| MEXAModel=Qwen 2.5, Size=7B2025.07 | 0.8473 | |
| ANCModel=Aggregate, Type=Average2025.07 | 0.8448 | |
| MEXAModel=Llama 2, Size=7B2025.07 | 0.8426 | |
| CKAModel=Llama 2, Size=7B2025.07 | 0.828 | |
| SVCCAModel=Mistral 0.3, Size=7B2025.07 | 0.8247 | |
| SVCCAModel=OLMo 2, Size=7B2025.07 | 0.8234 | |
| NAVCAModel=Aggregate, Type=Average2025.07 | 0.8161 | |
| SVCCAModel=Aggregate, Type=Average2025.07 | 0.8126 | |
| NASCAModel=OLMo 2, Size=7B2025.07 | 0.7975 | |
| ANCModel=GLM 4, Size=9B2025.07 | 0.7891 | |
| CKAModel=Qwen 2.5, Size=7B2025.07 | 0.7855 | |
| NASCAModel=Aggregate, Type=Average2025.07 | 0.7763 | |
| MEXAModel=Aggregate, Type=Average2025.07 | 0.7558 | |
| MEXAModel=OLMo 2, Size=7B2025.07 | 0.75 | |
| SVCCAModel=GLM 4, Size=9B2025.07 | 0.7441 | |
| NAVCAModel=Llama 3.2, Size=3B2025.07 | 0.7361 | |
| NAVCAModel=Llama 3.1, Size=8B2025.07 | 0.7285 | |
| ANCModel=Llama 3.2, Size=3B2025.07 | 0.7239 | |
| CKAModel=OLMo 2, Size=7B2025.07 | 0.7196 | |
| SVCCAModel=Llama 3.2, Size=3B2025.07 | 0.7039 | |
| CKAModel=Aggregate, Type=Average2025.07 | 0.6985 | |
| MEXAModel=GLM 4, Size=9B2025.07 | 0.6922 | |
| CKAModel=Mistral 0.3, Size=7B2025.07 | 0.6893 | |
| NAVCAModel=GLM 4, Size=9B2025.07 | 0.685 | |
| NASCAModel=Llama 3.1, Size=8B2025.07 | 0.6825 | |
| NASCAModel=GLM 4, Size=9B2025.07 | 0.6761 | |
| NASCAModel=Llama 3.2, Size=3B2025.07 | 0.6748 | |
| CKAModel=Llama 3.1, Size=8B2025.07 | 0.6694 | |
| CKAModel=GLM 4, Size=9B2025.07 | 0.6662 | |
| MEXAModel=Llama 3.1, Size=8B2025.07 | 0.6567 | |
| MEXAModel=Llama 3.2, Size=3B2025.07 | 0.6223 | |
| CKAModel=Llama 3.2, Size=3B2025.07 | 0.5313 |