Visual Instruction on VP-Bench benchmark leaderboard · SOTA2 Research

Visual Instruction on VP-Bench

89C2I ScoreFlowInOne

Evaluation Results

Method	Links
FlowInOne2026.04		89	70	35.5	72.7	30.2	52	29.2	53.5	54
FlowInOne2026.04		85.9	72	35.4	71.3	27.2	32	30.6	48.1	50.3
FlowInOne2026.04		85	80	7.9	50	11.6	24	8.3	46.5	39.2
FlowInOne2026.04		80	64.5	24.2	70.5	25.5	28	25.5	40	44.9
Nano Banana Google2026.04		68	95.9	15.2	12.7	2.3	4	13.6	30.2	30.2
Nano Banana Google2026.04		65	98	42.3	52	61.4	2	54.8	72.1	56
Nano Banana Google2026.04		60.2	90.4	27.1	25	20	5	22.9	74.2	40.6
Nano Banana Google2026.04		60	95.9	38.6	36.7	25.7	4	32.1	74.4	46.9
Qwen-IE-2509 Wu et al.2026.04		27	6	8	8.7	4.7	4	3.3	4.7	8.3
Qwen-IE-2509 Wu et al.2026.04		24	12	8	2	2.2	6	2	4.7	7.6
Qwen-IE-2509 Wu et al.2026.04		23	4	6.9	0	0	2	2.3	0	4.8
Omnigen2 Wu et al.2026.04		11	2	0	0	0	0	0	2.3	1.9
Kontext Labs et al.2026.04		9	2	2.8	2	0	8	0.3	9.3	4.2
Qwen-IE-2509 Wu et al.2026.04		6.7	0	2.9	0	0	0	0	0	1.2
Kontext Labs et al.2026.04		5	2	4.8	0.7	0	2	1	0	1.9
Kontext Labs et al.2026.04		5	2	4.2	13.3	0	6	4.7	9.3	5.6
Omnigen2 Wu et al.2026.04		3	2	1.7	3.4	0	0	0.3	4.7	1.9
Omnigen2 Wu et al.2026.04		2	2	1.7	0	0	0	0	0	0.7
Omnigen2 Wu et al.2026.04		0	0	0	0	0	0	0	0	0
Kontext Labs et al.2026.04		0	0	4.3	0	0	0	0	10	1.8