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ResearchFormerly WizWand

Zero-Shot Cross-Lingual Transfer on XNLI

0.9639Pearson CorrelationNASCA
0.3797320.5313910.683050.834709Jul 20, 2025
Updated 8mo ago

Evaluation results

MethodLinks
NASCAModel=Llama 2, Size=7B2025.070.9639
NASCAModel=Mistral 0.3, Size=7B2025.070.9583
MEXAModel=OLMo 2, Size=7B2025.070.95
NASCAModel=GLM 4, Size=9B2025.070.9467
MEXAModel=Mistral 0.3, Size=7B2025.070.9446
NASCAModel=Aggregate, Type=Average2025.070.9431
NAVCAModel=Llama 3.2, Size=3B2025.070.943
NASCAModel=OLMo 2, Size=7B2025.070.9411
NASCAModel=Llama 3.2, Size=3B2025.070.9401
NASCAModel=Llama 3.1, Size=8B2025.070.9309
MEXAModel=Llama 3.1, Size=8B2025.070.9259
NAVCAModel=Llama 3.1, Size=8B2025.070.9227
NAVCAModel=GLM 4, Size=9B2025.070.9213
NASCAModel=Qwen 2.5, Size=7B2025.070.9209
MEXAModel=Llama 3.2, Size=3B2025.070.9182
SVCCAModel=Llama 3.2, Size=3B2025.070.9144
ANCModel=Llama 3.2, Size=3B2025.070.9082
NAVCAModel=Llama 2, Size=7B2025.070.9063
NAVCAModel=Aggregate, Type=Average2025.070.9015
NAVCAModel=Mistral 0.3, Size=7B2025.070.8982
CKAModel=OLMo 2, Size=7B2025.070.8944
SVCCAModel=Mistral 0.3, Size=7B2025.070.8897
SVCCAModel=Llama 2, Size=7B2025.070.8846
ANCModel=Llama 2, Size=7B2025.070.8815
SVCCAModel=Llama 3.1, Size=8B2025.070.88
SVCCAModel=GLM 4, Size=9B2025.070.8797
ANCModel=Mistral 0.3, Size=7B2025.070.8784
NAVCAModel=OLMo 2, Size=7B2025.070.8777
ANCModel=GLM 4, Size=9B2025.070.8775
SVCCAModel=OLMo 2, Size=7B2025.070.8714
SVCCAModel=Aggregate, Type=Average2025.070.8687
ANCModel=Llama 3.1, Size=8B2025.070.8645
ANCModel=Aggregate, Type=Average2025.070.8627
MEXAModel=Aggregate, Type=Average2025.070.8559
ANCModel=OLMo 2, Size=7B2025.070.8534
NAVCAModel=Qwen 2.5, Size=7B2025.070.8415
MEXAModel=GLM 4, Size=9B2025.070.8107
ANCModel=Qwen 2.5, Size=7B2025.070.7751
SVCCAModel=Qwen 2.5, Size=7B2025.070.761
MEXAModel=Llama 2, Size=7B2025.070.7519
MEXAModel=Qwen 2.5, Size=7B2025.070.6898
CKAModel=Llama 3.2, Size=3B2025.070.6879
CKAModel=Llama 3.1, Size=8B2025.070.6694
CKAModel=Aggregate, Type=Average2025.070.6622
CKAModel=Llama 2, Size=7B2025.070.6612
CKAModel=Mistral 0.3, Size=7B2025.070.6604
CKAModel=GLM 4, Size=9B2025.070.6601
CKAModel=Qwen 2.5, Size=7B2025.070.4022