Zero-Shot Cross-Lingual Transfer on XNLI
0.9639Pearson CorrelationNASCA
Evaluation Results
| Method | Links | |
|---|---|---|
| NASCAModel=Llama 2, Size=7B2025.07 | 0.9639 | |
| NASCAModel=Mistral 0.3, Size=7B2025.07 | 0.9583 | |
| MEXAModel=OLMo 2, Size=7B2025.07 | 0.95 | |
| NASCAModel=GLM 4, Size=9B2025.07 | 0.9467 | |
| MEXAModel=Mistral 0.3, Size=7B2025.07 | 0.9446 | |
| NASCAModel=Aggregate, Type=Average2025.07 | 0.9431 | |
| NAVCAModel=Llama 3.2, Size=3B2025.07 | 0.943 | |
| NASCAModel=OLMo 2, Size=7B2025.07 | 0.9411 | |
| NASCAModel=Llama 3.2, Size=3B2025.07 | 0.9401 | |
| NASCAModel=Llama 3.1, Size=8B2025.07 | 0.9309 | |
| MEXAModel=Llama 3.1, Size=8B2025.07 | 0.9259 | |
| NAVCAModel=Llama 3.1, Size=8B2025.07 | 0.9227 | |
| NAVCAModel=GLM 4, Size=9B2025.07 | 0.9213 | |
| NASCAModel=Qwen 2.5, Size=7B2025.07 | 0.9209 | |
| MEXAModel=Llama 3.2, Size=3B2025.07 | 0.9182 | |
| SVCCAModel=Llama 3.2, Size=3B2025.07 | 0.9144 | |
| ANCModel=Llama 3.2, Size=3B2025.07 | 0.9082 | |
| NAVCAModel=Llama 2, Size=7B2025.07 | 0.9063 | |
| NAVCAModel=Aggregate, Type=Average2025.07 | 0.9015 | |
| NAVCAModel=Mistral 0.3, Size=7B2025.07 | 0.8982 | |
| CKAModel=OLMo 2, Size=7B2025.07 | 0.8944 | |
| SVCCAModel=Mistral 0.3, Size=7B2025.07 | 0.8897 | |
| SVCCAModel=Llama 2, Size=7B2025.07 | 0.8846 | |
| ANCModel=Llama 2, Size=7B2025.07 | 0.8815 | |
| SVCCAModel=Llama 3.1, Size=8B2025.07 | 0.88 | |
| SVCCAModel=GLM 4, Size=9B2025.07 | 0.8797 | |
| ANCModel=Mistral 0.3, Size=7B2025.07 | 0.8784 | |
| NAVCAModel=OLMo 2, Size=7B2025.07 | 0.8777 | |
| ANCModel=GLM 4, Size=9B2025.07 | 0.8775 | |
| SVCCAModel=OLMo 2, Size=7B2025.07 | 0.8714 | |
| SVCCAModel=Aggregate, Type=Average2025.07 | 0.8687 | |
| ANCModel=Llama 3.1, Size=8B2025.07 | 0.8645 | |
| ANCModel=Aggregate, Type=Average2025.07 | 0.8627 | |
| MEXAModel=Aggregate, Type=Average2025.07 | 0.8559 | |
| ANCModel=OLMo 2, Size=7B2025.07 | 0.8534 | |
| NAVCAModel=Qwen 2.5, Size=7B2025.07 | 0.8415 | |
| MEXAModel=GLM 4, Size=9B2025.07 | 0.8107 | |
| ANCModel=Qwen 2.5, Size=7B2025.07 | 0.7751 | |
| SVCCAModel=Qwen 2.5, Size=7B2025.07 | 0.761 | |
| MEXAModel=Llama 2, Size=7B2025.07 | 0.7519 | |
| MEXAModel=Qwen 2.5, Size=7B2025.07 | 0.6898 | |
| CKAModel=Llama 3.2, Size=3B2025.07 | 0.6879 | |
| CKAModel=Llama 3.1, Size=8B2025.07 | 0.6694 | |
| CKAModel=Aggregate, Type=Average2025.07 | 0.6622 | |
| CKAModel=Llama 2, Size=7B2025.07 | 0.6612 | |
| CKAModel=Mistral 0.3, Size=7B2025.07 | 0.6604 | |
| CKAModel=GLM 4, Size=9B2025.07 | 0.6601 | |
| CKAModel=Qwen 2.5, Size=7B2025.07 | 0.4022 |