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ResearchFormerly WizWand

Machine Translation on WMT 14 (MAE)

0.013MAEEnsemble
0.00740.04520.0830.1208May 8, 2026
Updated 5mo ago

Evaluation results

MethodLinks
EnsembleNum. queries=64, Evaluation protocol=Leave-One-Family-Out protocol2026.050.013
DKPSNum. queries=64, Evaluation protocol=Leave-One-Family-Out protocol2026.050.016
Sample ScoreNum. queries=64, Evaluation protocol=Leave-One-Family-Out protocol2026.050.017
EnsembleNum. queries=16, Evaluation protocol=Leave-One-Family-Out protocol2026.050.018
DKPSNum. queries=16, Evaluation protocol=Leave-One-Family-Out protocol2026.050.019
DKPSNum. queries=4, Evaluation protocol=Leave-One-Family-Out protocol2026.050.026
EnsembleNum. queries=4, Evaluation protocol=Leave-One-Family-Out protocol2026.050.026
Sample ScoreNum. queries=16, Evaluation protocol=Leave-One-Family-Out protocol2026.050.037
DKPSNum. queries=1, Evaluation protocol=Leave-One-Family-Out protocol2026.050.038
EnsembleNum. queries=1, Evaluation protocol=Leave-One-Family-Out protocol2026.050.038
Pop. MeanNum. queries=1, Evaluation protocol=Leave-One-Family-Out protocol2026.050.048
Pop. MeanNum. queries=4, Evaluation protocol=Leave-One-Family-Out protocol2026.050.048
Pop. MeanNum. queries=16, Evaluation protocol=Leave-One-Family-Out protocol2026.050.048
Pop. MeanNum. queries=64, Evaluation protocol=Leave-One-Family-Out protocol2026.050.048
Sample ScoreNum. queries=4, Evaluation protocol=Leave-One-Family-Out protocol2026.050.073
Sample ScoreNum. queries=1, Evaluation protocol=Leave-One-Family-Out protocol2026.050.153