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ResearchFormerly WizWand

Cross-lingual Alignment Correlation on Belebele FLORES (test)

0.9796Pearson CorrelationNASCA
0.4729120.6044560.7360.867544Jul 20, 2025
Updated 8mo ago

Evaluation results

MethodLinks
NASCABackbone=Mistral 0.3 7B, Aggregation Strategy=last2025.070.9796
NASCABackbone=Mistral 0.3 7B, Aggregation Strategy=average2025.070.9774
MEXABackbone=Mistral 0.3 7B, Aggregation Strategy=average2025.070.9745
NASCABackbone=Mistral 0.3 7B, Aggregation Strategy=weighted2025.070.9744
NASCABackbone=OLMO 2 7B, Aggregation Strategy=average2025.070.9699
NASCABackbone=Llama 3.2 3B, Aggregation Strategy=last2025.070.9686
MEXABackbone=Mistral 0.3 7B, Aggregation Strategy=weighted2025.070.9685
NASCABackbone=OLMO 2 7B, Aggregation Strategy=last2025.070.9683
NASCABackbone=Llama 2 7B, Aggregation Strategy=average2025.070.9658
MEXABackbone=OLMO 2 7B, Aggregation Strategy=average2025.070.9654
NASCABackbone=OLMO 2 7B, Aggregation Strategy=weighted2025.070.9648
NASCABackbone=Llama 3 8B, Aggregation Strategy=last2025.070.9647
MEXABackbone=OLMO 2 7B, Aggregation Strategy=weighted2025.070.964
NASCABackbone=Llama 3.2 3B, Aggregation Strategy=average2025.070.9633
MEXABackbone=OLMO 2 7B, Aggregation Strategy=last2025.070.9629
NASCABackbone=Llama 2 7B, Aggregation Strategy=last2025.070.9621
NASCABackbone=Llama 3 8B, Aggregation Strategy=average2025.070.9614
NAVCABackbone=Mistral 0.3 7B, Aggregation Strategy=weighted2025.070.961
NASCABackbone=Llama 3.1 8B, Aggregation Strategy=last2025.070.96
NASCABackbone=Llama 3.2 3B, Aggregation Strategy=weighted2025.070.959
NASCABackbone=Llama 3.1 8B, Aggregation Strategy=average2025.070.9588
MEXABackbone=Llama 3 8B, Aggregation Strategy=average2025.070.9583
MEXABackbone=Llama 3.2 3B, Aggregation Strategy=weighted2025.070.958
MEXABackbone=Llama 3.2 3B, Aggregation Strategy=average2025.070.9562
NASCABackbone=Llama 3 8B, Aggregation Strategy=weighted2025.070.9555
NASCABackbone=Llama 3.1 8B, Aggregation Strategy=weighted2025.070.9526
MEXABackbone=Llama 3 8B, Aggregation Strategy=weighted2025.070.9525
NASCABackbone=Qwen 2.5 7B, Aggregation Strategy=average2025.070.9494
MEXABackbone=Llama 3.1 8B, Aggregation Strategy=average2025.070.9483
MEXABackbone=Llama 3.1 8B, Aggregation Strategy=weighted2025.070.9452
NASCABackbone=Qwen 2.5 7B, Aggregation Strategy=last2025.070.9446
NASCABackbone=Qwen 2.5 14B, Aggregation Strategy=average2025.070.9444
NAVCABackbone=Llama 3.2 3B, Aggregation Strategy=weighted2025.070.9444
NAVCABackbone=Llama 2 7B, Aggregation Strategy=average2025.070.942
NASCABackbone=Qwen 2.5 7B, Aggregation Strategy=weighted2025.070.9416
NAVCABackbone=Llama 3 8B, Aggregation Strategy=weighted2025.070.9387
NAVCABackbone=Llama 2 7B, Aggregation Strategy=last2025.070.9356
NAVCABackbone=Llama 3.1 8B, Aggregation Strategy=weighted2025.070.9343
NAVCABackbone=Llama 3.2 3B, Aggregation Strategy=average2025.070.9339
NASCABackbone=Qwen 2.5 14B, Aggregation Strategy=last2025.070.9335
NASCABackbone=GLM 4 9B, Aggregation Strategy=weighted2025.070.9334
NAVCABackbone=Llama 3.2 3B, Aggregation Strategy=last2025.070.9334
NAVCABackbone=OLMO 2 7B, Aggregation Strategy=weighted2025.070.933
NAVCABackbone=Mistral 0.3 7B, Aggregation Strategy=average2025.070.9301
NASCABackbone=GLM 4 9B, Aggregation Strategy=average2025.070.9283
NAVCABackbone=Llama 3 8B, Aggregation Strategy=average2025.070.9214
NAVCABackbone=Mistral 0.3 7B, Aggregation Strategy=last2025.070.9207
NAVCABackbone=Llama 3 8B, Aggregation Strategy=last2025.070.919
NASCABackbone=GLM 4 9B, Aggregation Strategy=last2025.070.9183
NAVCABackbone=GLM 4 9B, Aggregation Strategy=weighted2025.070.9104
NAVCABackbone=Llama 3.1 8B, Aggregation Strategy=last2025.070.9089
NAVCABackbone=Llama 3.1 8B, Aggregation Strategy=average2025.070.9087
NAVCABackbone=Qwen 2.5 7B, Aggregation Strategy=weighted2025.070.9016
MEXABackbone=Qwen 2.5 7B, Aggregation Strategy=weighted2025.070.8996
NAVCABackbone=OLMO 2 7B, Aggregation Strategy=average2025.070.8951
MEXABackbone=GLM 4 9B, Aggregation Strategy=weighted2025.070.8888
NASCABackbone=Qwen 2.5 14B, Aggregation Strategy=weighted2025.070.8877
NAVCABackbone=OLMO 2 7B, Aggregation Strategy=last2025.070.8745
NAVCABackbone=Qwen 2.5 14B, Aggregation Strategy=average2025.070.8671
NAVCABackbone=GLM 4 9B, Aggregation Strategy=average2025.070.8612
MEXABackbone=Qwen 2.5 14B, Aggregation Strategy=weighted2025.070.8572
NAVCABackbone=Qwen 2.5 14B, Aggregation Strategy=last2025.070.8569
NAVCABackbone=GLM 4 9B, Aggregation Strategy=last2025.070.8508
NAVCABackbone=Qwen 2.5 7B, Aggregation Strategy=average2025.070.8501
MEXABackbone=Llama 2 7B, Aggregation Strategy=weighted2025.070.8498
NAVCABackbone=Qwen 2.5 7B, Aggregation Strategy=last2025.070.8473
NAVCABackbone=Qwen 2.5 14B, Aggregation Strategy=weighted2025.070.8298
MEXABackbone=Llama 2 7B, Aggregation Strategy=average2025.070.8108
NASCABackbone=Llama 2 7B, Aggregation Strategy=weighted2025.070.7626
MEXABackbone=Llama 2 7B, Aggregation Strategy=last2025.070.7507
MEXABackbone=Mistral 0.3 7B, Aggregation Strategy=last2025.070.7448
NAVCABackbone=Llama 2 7B, Aggregation Strategy=weighted2025.070.7438
MEXABackbone=Qwen 2.5 7B, Aggregation Strategy=average2025.070.7422
MEXABackbone=GLM 4 9B, Aggregation Strategy=average2025.070.7229
MEXABackbone=Llama 3.2 3B, Aggregation Strategy=last2025.070.7202
MEXABackbone=Llama 3 8B, Aggregation Strategy=last2025.070.6907
MEXABackbone=Llama 3.1 8B, Aggregation Strategy=last2025.070.6675
MEXABackbone=Qwen 2.5 14B, Aggregation Strategy=average2025.070.6076
MEXABackbone=GLM 4 9B, Aggregation Strategy=last2025.070.5611
MEXABackbone=Qwen 2.5 14B, Aggregation Strategy=last2025.070.4955
MEXABackbone=Qwen 2.5 7B, Aggregation Strategy=last2025.070.4924