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

0.773Pearson Correlation (r)Vectra
0.014840.211670.40850.60533Jan 31, 2026

Evaluation results

MethodLinks
VectraProtocol=No-Reference (Direct Assessment)2026.010.7730.675
FIDProtocol=Reference-based (Top-Ranked Candidate as Reference)2026.010.6950.599
HCIIT-JudgeProtocol=No-Reference (Direct Assessment)2026.010.6470.544
PSNRProtocol=Reference-based (Top-Ranked Candidate as Reference)2026.010.590.485
SSIMProtocol=Reference-based (Top-Ranked Candidate as Reference)2026.010.5860.476
LPIPSProtocol=Reference-based (Top-Ranked Candidate as Reference)2026.010.3680.296
SAMScoreProtocol=No-Reference (Direct Assessment)2026.010.3640.257
E-Commerce VQAProtocol=No-Reference (Direct Assessment)2026.010.0440.025