Knowledge Visualization on KVBench Brief Caption benchmark leaderboard · SOTA2 Research

Knowledge Visualization on KVBench Brief Caption

51.36Overall Score (zh)gemini-3-pro-image

Evaluation Results

Method	Links
gemini-3-pro-image2026.04		51.36	34.4	69.35	57.24	70.67	50.4	63.29	14	10.17	32.87	41.29	37.07	51.58	37.2
Qwen-Image + KE-Check2026.04		47.67	30.24	54.73	36.05	55.47	34.93	55.87	27.82	38.75	18	34.89	33.15	46.33	31.47
Seedream-4.02026.04		44.74	39.61	44.98	44.44	54.35	49	52.29	37.87	35.92	26.47	35.6	40.38	40.27	39.53
GPT-Image2026.04		40.9	41.6	38	46	50.5	51.6	44.31	45.96	23.65	25.73	29.33	38.04	39.1	42.2
FLUX.2-dev2026.04		40.51	36.88	42.82	31.64	37	38.73	49.62	41.56	39.92	35.8	28.27	35.42	36.4	39.13
OmniGen22026.04		23.79	18.47	17.76	15.16	18.25	21.8	27.13	18.53	16.42	9.67	36.31	24.62	26.87	26.07
FLUX.2-max2026.04		21.97	34.98	22.8	43.29	33.42	45.2	31.96	18.71	10.75	33.07	24.89	34.6	27.97	35.07
FLUX.1-dev2026.04		21.47	33.93	10.91	28	21.82	41.13	25.51	22.49	22.83	26.33	20.93	34.22	26.8	50.4
Qwen-Image2026.04		20.09	25.74	14.76	20.56	15.17	23.53	29	27.87	21.97	27.33	19.16	27.16	20.53	28
Z-Image2026.04		19.15	19.14	13.11	16.49	21.25	23.67	27.33	16.04	19.97	13	19.82	25.64	13.43	20
BAGEL-7B-MoT2026.04		18.75	22.2	14.13	28.64	18.73	23.73	27.91	19.07	14.83	10.13	14.09	21.98	22.78	29.67
show-o22026.04		14.12	19.05	5.93	17.87	15.62	26.67	22.71	15.11	6.67	4.67	23.56	26.22	13.33	23.73
SD3.5-Large2026.04		12.18	31.07	10.09	29.8	14.22	36.53	17.78	38.44	4.5	24.07	20.49	28.84	6	28.73
FLUX.1-Krea-dev2026.04		11.45	18.19	7.93	18.13	17.3	18.4	10.67	18.58	1.17	7.67	21.02	27.58	10.57	18.73
Janus-Pro2026.04		8.81	21.61	6.64	27.71	13.35	27.07	12.53	18.49	4.83	6.67	10.49	23.38	5.08	26.33