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Multitask Language Understanding on MMMLU (target)

55.14AccuracyBaseline
46.19648.51850.8453.162Apr 29, 2026

Evaluation results

MethodLinks
BaselineN=16, setting=English occurrence as language confusion, aggregation=Averaged across four models and four target languages2026.0455.14
TLPON=16, setting=English occurrence as language confusion, aggregation=Averaged across four models and four target languages2026.0453.83
ORPON=16, setting=English occurrence as language confusion, aggregation=Averaged across four models and four target languages2026.0450.18
DPON=16, setting=English occurrence as language confusion, aggregation=Averaged across four models and four target languages2026.0448.37
SFTN=16, setting=English occurrence as language confusion, aggregation=Averaged across four models and four target languages2026.0446.54