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ResearchFormerly WizWand

Dense Image Generation on Unifybench++

0.403GPT Similarity ScoreGPT-4o+TP
0.260520.297510.33450.37149May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
GPT-4o+TPModel Size=200B, Method Category=Upper Bound, Input Prompt Type=Text Prompt2026.050.4030.692
GPT-4o+IPModel Size=200B, Method Category=Upper Bound, Input Prompt Type=Image Prompt2026.050.3820.672
GPT-4o+IPModel Size=200B, Method Category=Upper Bound, Input Prompt Type=Image Prompt2026.050.3810.796
GPT-4o+TPModel Size=200B, Method Category=Upper Bound, Input Prompt Type=Text Prompt2026.050.3740.697
DreamBooth (SD)Model Size=1.0B, Method Category=Gen. Only2026.050.3670.651
Sync-R1Model Size=1.3B, Method Category=Unified Model2026.050.3530.756
Text inversionModel Size=1.0B, Method Category=Gen. Only2026.050.3510.633
Show-o+TPModel Size=1.3B, Method Category=Unified Model, Input Prompt Type=Text Prompt2026.050.3410.66
Sync-R1Model Size=1.3B, Method Category=Unified Model2026.050.3370.645
DreamBooth (SD)Model Size=1.0B, Method Category=Gen. Only2026.050.3230.558
Text inversionModel Size=1.0B, Method Category=Gen. Only2026.050.3220.538
Yo’ChameleonModel Size=7B, Method Category=Unified Model2026.050.3210.702
UniCTokensModel Size=1.3B, Method Category=Unified Model2026.050.3170.712
Chamaleon+TPModel Size=7B, Method Category=Unified Model, Input Prompt Type=Text Prompt2026.050.3090.549
Show-o+TPModel Size=1.3B, Method Category=Unified Model, Input Prompt Type=Text Prompt2026.050.2990.558
Chameleon+IPModel Size=7B, Method Category=Unified Model, Input Prompt Type=Image Prompt2026.050.2990.503
UniCTokensModel Size=1.3B, Method Category=Unified Model2026.050.2980.639
Yo’ChameleonModel Size=7B, Method Category=Unified Model2026.050.2890.601
Chamaleon+TPModel Size=7B, Method Category=Unified Model, Input Prompt Type=Text Prompt2026.050.2810.463
Chameleon+IPModel Size=7B, Method Category=Unified Model, Input Prompt Type=Image Prompt2026.050.2660.449