Search-grounded Image Generation on KnowGen benchmark leaderboard · SOTA2 Research

Search-grounded Image Generation on KnowGen

45.07Visual Correlation (Science & Knowledge)Gen-Searcher-8B

Evaluation Results

Method	Links
Gen-Searcher-8B2026.03		45.07	49.32	86.56	64.8	43.01	52.3	90.92	64.88	53.3
Nano Banana Pro2026.03		39.46	49.32	86.22	70.92	30.51	53.37	91.07	68.75	50.38
Gen-Searcher-8B2026.03		36.35	43.52	75.77	61.26	39.04	45.86	85.74	63.96	47.29
GPT-Image-1.52026.03		29.25	40.14	81.29	77.21	29.43	46.22	89.64	71.17	44.97
Gen-Searcher-8B2026.03		26.87	17.18	65.14	55.44	25.3	23.55	76.64	61.46	31.52
GPT-Image-12026.03		20.92	27.89	72.79	63.95	19.43	31.98	84.64	61.6	34.19
Nano Banana2026.03		18.03	19.39	72.79	65.82	14.24	26.04	84.39	70.91	30.24
Seedream 4.52026.03		14.46	26.19	64.46	65.65	12.5	31.77	81.25	69.05	31.01
Seedream 4.02026.03		13.1	24.66	62.93	64.97	11.9	22.19	78.72	70.24	28.21
Qwen-Image2026.03		6.8	0.34	47.45	56.8	7.59	1.4	68.9	61.9	14.98
Z-Image2026.03		6.8	2.72	41.16	43.54	7.89	2	70.24	57.29	14.49
FLUX.2-klein-9B2026.03		6.12	0.34	42.69	50.85	5.06	1.72	69.05	59.08	13.73
SD-3.5-Medium2026.03		5.61	2.21	30.44	48.47	3.12	0.58	58.18	54.76	11.9
SD-3.5-Large2026.03		5.44	2.04	31.29	46.77	5.21	2.01	55.36	58.33	12.53
BAGEL2026.03		4.93	1.7	43.37	51.87	8.33	2.59	64.14	53.57	13.85
HunyuanImage-3.02026.03		4.76	1.19	40.14	56.46	6.1	2.51	63.99	64.14	14.15
FLUX.2-klein-4B2026.03		4.59	1.53	37.07	45.58	3.42	0.86	62.05	55.51	12.09
FLUX.1-Krea2026.03		3.91	1.53	33.16	48.13	4.32	2.02	62.05	53.87	12.22
Z-Image-Turbo2026.03		3.91	1.02	28.4	50.85	4.32	3.45	50.15	55.21	11.77
FLUX.1-dev2026.03		2.89	0.34	28.91	50.17	2.38	1.16	54.46	53.72	10.71
Lumina-Image 2.02026.03		1.19	0.34	30.95	36.05	2.68	0.58	54.76	47.62	9.43