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ResearchFormerly WizWand

In-Image Machine Translation Evaluation on MCiT 1.0 (Poster)

0.631Pearson Correlation (r)Vectra
-0.1230.072750.26850.46425Jan 31, 2026
Updated 8mo ago

Evaluation results

MethodLinks
VectraProtocol=No-Reference (Direct Assessment)2026.010.6310.523
SSIMProtocol=Reference-based (Top-Ranked Candidate as Reference)2026.010.5320.414
PSNRProtocol=Reference-based (Top-Ranked Candidate as Reference)2026.010.5010.422
SAMScoreProtocol=No-Reference (Direct Assessment)2026.010.3180.232
FIDProtocol=Reference-based (Top-Ranked Candidate as Reference)2026.010.2880.202
HCIIT-JudgeProtocol=No-Reference (Direct Assessment)2026.010.2780.067
LPIPSProtocol=Reference-based (Top-Ranked Candidate as Reference)2026.010.180.158
E-Commerce VQAProtocol=No-Reference (Direct Assessment)2026.01-0.094-0.083