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ResearchFormerly WizWand

In-Image Machine Translation Evaluation on Vectra-Bench zh→es 1.0

0.732Pearson RVectra
-0.020960.174520.370.56548Jan 31, 2026
Updated 8mo ago

Evaluation results

MethodLinks
VectraProtocol=No-Reference (Direct Assessment)2026.010.7320.588
FIDProtocol=Reference-based (Top-Ranked Candidate as Reference)2026.010.5860.483
HCIIT-JudgeProtocol=No-Reference (Direct Assessment)2026.010.5770.466
SSIMProtocol=Reference-based (Top-Ranked Candidate as Reference)2026.010.4320.337
PSNRProtocol=Reference-based (Top-Ranked Candidate as Reference)2026.010.3740.298
LPIPSProtocol=Reference-based (Top-Ranked Candidate as Reference)2026.010.2310.183
SAMScoreProtocol=No-Reference (Direct Assessment)2026.010.1220.096
E-Commerce VQAProtocol=No-Reference (Direct Assessment)2026.010.0080.001