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Machine Translation on WMT 17 (val)

70.9213AccuracyAGF-M + SCO + PCM-V + PE
70.04177270.27011170.4984570.726789Feb 6, 2026Feb 11, 2026Feb 17, 2026Feb 22, 2026Feb 28, 2026Mar 5, 2026Mar 11, 2026

Evaluation results

MethodLinks
AGF-M + SCO + PCM-V + PEConfiguration=AGF-M + SCO + PCM-V + PE2026.0270.9213
AGF-M + SCO + PEConfiguration=AGF-M + SCO + PE2026.0270.8049
QKVCrafts=AGF + PCM-V2026.0370.7305
QV-Kadimension of context vector (dctx)=2dhead, Crafts=AGF + PCM-V2026.0370.6919
Vanilla Transformer (QKV)Configuration=Vanilla Transformer (QKV)2026.0270.5911
QKVCrafts=Default (Sinusoidal PE)2026.0370.5911
QVCrafts=AGF + PCM-V2026.0370.5188
QV-Kadimension of context vector (dctx)=dhead, Crafts=AGF + PCM-V2026.0370.4998
QVCrafts=Default (Sinusoidal PE)2026.0370.0756