Text-to-image generation on WISE (7 Domain Metrics)

0.96Culture ScoreMemoGen

Evaluation Results

Method
MemoGen2026.06	0.96	0.9	0.94	0.82	0.83	0.85	0.91
Generation Navigator2026.05	0.93	0.87	0.96	0.86	0.87	0.82	0.9
OmniVerifier-M1+GPT-Image-1.52026.05	0.9	0.8	0.92	0.91	0.88	0.83	0.88
GPT-Image-1.52026.05	0.89	0.69	0.88	0.8	0.76	0.78	0.83
Nano Banana2026.06	0.89	0.87	0.95	0.89	0.89	0.79	0.89
Nano Banana Pro2026.06	0.89	0.8	0.89	0.88	0.86	0.85	0.87
Qwen3-VL 8B+GPT-Image-1.52026.05	0.88	0.8	0.91	0.89	0.85	0.81	0.86
SeedDream4.02026.05	0.84	0.78	0.9	0.85	0.83	0.66	0.82
Mind-Brush2026.06	0.83	0.69	0.84	0.71	0.85	0.68	0.78
GPT-4o2026.05	0.81	0.71	0.89	0.83	0.79	0.74	0.8
GPT-Image-12026.06	0.81	0.71	0.89	0.83	0.79	0.74	0.8
Think-then-Generate2026.05	0.8	0.74	0.83	0.81	0.85	0.66	0.79
Gen-Searcher-8B + Qwen-Image2026.06	0.8	0.71	0.82	0.76	0.74	0.75	0.77
GenAgent2026.05	0.78	0.67	0.78	0.72	0.71	0.55	0.72
IRG2026.05	0.78	0.72	0.76	0.81	0.82	0.78	0.77
GenAgent2026.06	0.78	0.67	0.78	0.72	0.77	0.55	0.72
BAGEL2026.04	0.76	0.69	0.75	0.64	0.75	0.58	0.7
Bagel w/CoT2026.05	0.76	0.69	0.75	0.65	0.75	0.58	0.7
UniCoT2026.05	0.76	0.7	0.76	0.73	0.81	0.73	0.75
BAGEL2026.06	0.76	0.69	0.75	0.65	0.75	0.58	0.7
BAGEL + Process-driven2026.04	0.74	0.82	0.73	0.7	0.76	0.78	0.76
BAGEL2026.05	0.73	0.68	0.76	0.64	0.74	0.6	0.7
LAC2026.05	0.71	0.76	0.77	0.69	0.78	0.65	0.73
OmniVerifier-M1+RePlan2026.05	0.71	0.61	0.77	0.56	0.74	0.57	0.68
Qwen3-VL 8B+RePlan2026.05	0.66	0.64	0.77	0.56	0.72	0.47	0.65
Show-o22026.04	0.64	0.58	0.61	0.58	0.63	0.49	0.61
Qwen-Image2026.05	0.62	0.63	0.78	0.55	0.67	0.35	0.61
Qwen-Image2026.05	0.62	0.63	0.77	0.57	0.75	0.4	0.62
Qwen-Image2026.06	0.62	0.63	0.77	0.57	0.75	0.4	0.62
HunyuanImage-3.02026.05	0.58	0.57	0.72	0.56	0.68	0.35	0.58
FLUX.2-Klein-9B2026.05	0.58	0.65	0.75	0.63	0.65	0.42	0.61
MetaQuery2026.04	0.56	0.55	0.62	0.49	0.63	0.41	0.55
OctoT2I2026.06	0.51	0.55	0.67	0.48	0.66	0.42	0.54
Playground-v2.52026.04	0.49	0.58	0.55	0.43	0.48	0.33	0.49
Playground-v2.52026.05	0.49	0.58	0.55	0.43	0.48	0.33	0.49
LAC2026.05	0.49	0.57	0.65	0.59	0.6	0.43	0.54
FLUX.1-dev2026.04	0.48	0.58	0.62	0.42	0.51	0.35	0.5
FLUX.1-dev2026.05	0.48	0.58	0.62	0.42	0.51	0.35	0.5
FLUX.1-dev2026.06	0.48	0.58	0.62	0.42	0.51	0.35	0.5
PixArt-Σ2026.04	0.45	0.5	0.48	0.49	0.56	0.34	0.47
PixArt-Σ2026.05	0.45	0.5	0.48	0.49	0.56	0.34	0.47
SD3.5-large2026.04	0.44	0.5	0.58	0.44	0.52	0.31	0.44
SD3.5-large2026.05	0.44	0.5	0.58	0.44	0.52	0.31	0.46
BAGEL2026.05	0.44	0.55	0.61	0.41	0.61	0.36	0.49
SD-3.5-large2026.05	0.44	0.5	0.58	0.44	0.52	0.31	0.46
SD3.5-L2026.06	0.44	0.5	0.58	0.44	0.52	0.31	0.46
BAGEL2026.06	0.44	0.55	0.68	0.44	0.6	0.39	0.52
SD-3.5-large2026.06	0.44	0.5	0.58	0.44	0.52	0.31	0.46
BAGEL2026.06	0.44	0.55	0.68	0.44	0.6	0.39	0.52
SDXL2026.04	0.43	0.48	0.47	0.44	0.45	0.27	0.43
SD3.5-M2026.06	0.43	0.5	0.52	0.41	0.53	0.33	0.45
SD-XL-base2026.06	0.43	0.48	0.47	0.44	0.45	0.27	0.43
SD-3.5-medium2026.06	0.43	0.5	0.52	0.41	0.53	0.33	0.45
SDv1.52026.04	0.34	0.35	0.32	0.28	0.29	0.21	0.32
Emu32026.04	0.34	0.45	0.48	0.41	0.45	0.27	0.39
Emu3-Gen2026.05	0.34	0.45	0.48	0.41	0.45	0.27	0.39
Show-o22026.05	0.33	0.42	0.53	0.39	0.45	0.26	0.39
Janus-Pro-7B2026.04	0.3	0.37	0.49	0.36	0.42	0.26	0.35
Janus-Pro-7B2026.05	0.3	0.37	0.49	0.36	0.42	0.26	0.35
Show-o2026.04	0.28	0.4	0.48	0.3	0.46	0.3	0.35
Show-o2026.05	0.28	0.4	0.48	0.3	0.46	0.3	0.35
VILA-U2026.04	0.26	0.33	0.37	0.35	0.39	0.23	0.31
VILA-U2026.05	0.26	0.33	0.37	0.35	0.39	0.23	0.31
Janus2026.04	0.16	0.26	0.35	0.28	0.3	0.14	0.23
Janus2026.05	0.16	0.26	0.35	0.28	0.3	0.14	0.23