Controllable Image Generation on MIG-Bench benchmark leaderboard · SOTA2 Research

Controllable Image Generation on MIG-Bench

78mIoU (L2)ROICtrl

Evaluation Results

Method	Links
ROICtrl2024.11		78	72	67	61	64	66	85	79	74	67	70	73
MIGC2026.02		64.29	55.94	56.68	53.63	56.25	56.44	75	65.83	66.88	62.63	64.79	65.84
MIGC2024.11		64	58	57	54	57	56	74	67	67	63	66	66
InstanceDiffusion2026.02		61.91	54.63	53.71	50.17	51.3	53.06	68.44	58.96	59.84	55.75	56.77	58.63
ROICtrl2026.02		61.75	57.32	56.28	52.68	53.56	55.27	72.19	65.63	64.69	59.88	60.94	63.25
DEIG2026.02		60.43	66.5	62.01	61.65	62.68	62.64	75.23	72	70.02	71	73.13	72.25
Instance Diffusion2024.11		52	48	50	42	42	46	58	52	55	47	47	51
GLIGEN2024.11		37	29	25	26	26	27	42	32	27	27	28	30
GLIGEN2026.02		36.7	29.1	24.92	23.37	27.22	27.03	41.56	32.29	28.13	25.38	29.79	29.91