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ResearchFormerly WizWand

Reasoning-based Image Generation on Unifybench++

0.376CLIP-T ScoreGPT-4o+IP
0.182560.232780.2830.33322May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
GPT-4o+IPModel Size=200B, Method Category=Upper Bound, Input Prompt Type=Image Prompt2026.050.3760.804
GPT-4o+TPModel Size=200B, Method Category=Upper Bound, Input Prompt Type=Text Prompt2026.050.3570.776
Sync-R1Model Size=1.3B, Method Category=Unified Model2026.050.3240.801
DreamBooth (SD)Model Size=1.0B, Method Category=Gen. Only2026.050.3130.661
Text inversionModel Size=1.0B, Method Category=Gen. Only2026.050.2940.673
UniCTokensModel Size=1.3B, Method Category=Unified Model2026.050.2820.762
Yo’ChameleonModel Size=7B, Method Category=Unified Model2026.050.2730.704
Show-o+TPModel Size=1.3B, Method Category=Unified Model, Input Prompt Type=Text Prompt2026.050.2350.679
Chamaleon+TPModel Size=7B, Method Category=Unified Model, Input Prompt Type=Text Prompt2026.050.1930.516
Chameleon+IPModel Size=7B, Method Category=Unified Model, Input Prompt Type=Image Prompt2026.050.190.532