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ResearchFormerly WizWand

Image-to-Image Editing on ImagenHub Instruction-image pairs

88.42VQA AccuracyUVR
81.524883.314985.10586.8951Jun 5, 2026
Updated 4mo ago

Evaluation results

MethodLinks
UVREvaluation protocol=undesired outputs (u)2026.0688.4224.21
SLDEvaluation protocol=safe outputs (s)2026.0685.7626.15
UVREvaluation protocol=safe outputs (s)2026.0685.1525.85
FLUX.1-kontextEvaluation protocol=safe outputs (s)2026.0685.1425.89
ESDEvaluation protocol=safe outputs (s)2026.0684.9725.87
DESEvaluation protocol=safe outputs (s)2026.0684.9225.85
ESDEvaluation protocol=undesired outputs (u)2026.0684.824.84
UCEEvaluation protocol=safe outputs (s)2026.0684.525.68
EAEvaluation protocol=safe outputs (s)2026.0683.9625.74
SLDEvaluation protocol=undesired outputs (u)2026.0683.8824.27
DESEvaluation protocol=undesired outputs (u)2026.0683.8424.24
UCEEvaluation protocol=undesired outputs (u)2026.0682.9524.17
EAEvaluation protocol=undesired outputs (u)2026.0682.8224.19
FLUX.1-kontextEvaluation protocol=undesired outputs (u)2026.0681.7923.67