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Instruction Following on MIF (target)

50.47AccuracyBaseline
39.487642.338845.1948.0412Apr 29, 2026

Evaluation results

MethodLinks
BaselineFine-tuning=Prior to fine-tuning2026.0450.47
BaselineN=16, setting=English occurrence as language confusion, aggregation=Averaged across four models and four target languages2026.0450.37
TLPOFine-tuning=After fine-tuning2026.0449.71
DPOFine-tuning=After fine-tuning2026.0446.68
TLPON=16, setting=English occurrence as language confusion, aggregation=Averaged across four models and four target languages2026.0446.21
ORPOFine-tuning=After fine-tuning2026.0443.82
DPON=16, setting=English occurrence as language confusion, aggregation=Averaged across four models and four target languages2026.0443.77
ORPON=16, setting=English occurrence as language confusion, aggregation=Averaged across four models and four target languages2026.0442.62
SFTFine-tuning=After fine-tuning2026.0439.91
SFTN=16, setting=English occurrence as language confusion, aggregation=Averaged across four models and four target languages2026.0439.91