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ResearchFormerly WizWand

Equation-to-Visual Generation on E2V-Bench (test)

0.983Quantity AccuracyDSL-based
-0.028920.233790.49650.75921May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DSL-basedCategory=DSL-based2026.050.9830.983
GPT-Image-1Category=Closed-source2026.050.270.213
LMDCategory=Layout-to-image, prompt_refinement=true2026.050.2670.147
LMDCategory=Layout-to-image, prompt_refinement=true, regeneration=true2026.050.2670.153
LMDCategory=Layout-to-image2026.050.2240.12
BagelCategory=Transformer-based, tuning=RSFT2026.050.1670.147
Flux.1-devCategory=Diffusion-based2026.050.0870.063
Flux.1-devCategory=Diffusion-based, tuning=SFT2026.050.080.053
BagelCategory=Transformer-based2026.050.080.057
BagelCategory=Transformer-based, tuning=SFT2026.050.080.063
SD-3.5-largeCategory=Diffusion-based, full_name=Stable Diffusion-3.5-large2026.050.0670.033
Recraft-v3Category=Closed-source2026.050.060.047
Show-o2Category=Transformer-based2026.050.0430.023
BlueprintCategory=Layout-to-image2026.050.0270.013
PAECategory=Prompt Refinement2026.050.010.01