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ResearchFormerly WizWand

Text-to-Image Alignment on DPG-Bench

92.64Global Alignment ScoreFaithRewriter

Evaluation results

Method	Links
FaithRewriter2026.06		92.64	91.48	93.15	96.53	93.08	90.34
Text modal2026.06		91.85	91.7	92.25	95.12	92.41	89.21
SD3.5-Medium2026.04		91.7	90.59	89.49	92.21	85.12	84.24
Zeroshot2026.06		91.47	91.63	92.14	94.82	92.59	88.74
T0 (raw)2026.06		91.32	91.56	92.02	94.31	92.73	88.32
FLUX.1 [Dev]2026.04		90.99	91.05	90.91	93.73	91.12	87.31
DALL-E 32026.04		90.97	89.61	88.39	90.58	89.83	83.5
GPT-Image 12026.04		88.89	88.94	89.84	92.63	90.96	85.15
SD3 Medium2026.04		87.9	91.01	88.83	80.7	88.68	84.08
PixArt-Σ2026.04		86.89	82.89	88.94	86.59	87.68	80.54
FLUX.1 [Dev]2026.04		85.41	89.21	85.17	92.72	80.4	83.59
SD3.5-Medium2026.04		84.8	89.97	88.14	93.69	82	84.24
SD3.5-Medium2026.04		84.8	92.64	90.1	94.81	89.2	87.71
Hunyuan-DiT2026.04		84.59	80.59	88.01	74.36	86.41	78.87
Poly-DPO2026.04		84.03	83.86	81.87	83.07	81.02	75.67
Diffusion-DPO2026.04		83.67	83.5	81.89	81.56	81.58	75.12
SDXL2026.04		83.27	82.43	80.91	86.76	80.41	74.65
MAPO2026.04		78.22	81.31	80.65	85.35	79.85	73.8
HiDream-I1-Full2026.04		76.44	90.22	89.48	93.74	91.83	85.89
SD1.52026.04		74.63	74.23	75.39	73.49	67.81	63.18
FLUX.1 [Dev]2026.04		74.35	90	88.96	90.87	88.33	83.84
Poly-DPO2026.04		73.36	78.15	76.5	75.81	73.42	67.02
Diffusion-KTO2026.04		72.45	76.51	78.09	78.08	73.2	66.69
Diffusion-DPO2026.04		71.5	72.53	75.25	73.55	72.84	63.29