Controllable Text-to-Image Generation on MIG-Eval (test) benchmark leaderboard · SOTA2 Research

Controllable Text-to-Image Generation on MIG-Eval (test)

85.04mIoUInstanceControl

Evaluation Results

Method	Links
InstanceControl2026.06		85.04	19.08	95.77	92.58	92.77	94.1	0.3256	10.2175
InstanceControl2026.06		84.72	18.74	94.64	88.75	89.55	91.18	0.3268	10.14
InstanceControl2026.06		83.81	18.97	95.34	92.11	92.29	93.66	0.294	9.934
Seg2Any2026.06		83.16	18.62	91.71	87.25	88.39	90.14	0.0893	21.2305
InstanceControl2026.06		82.5	18.51	93.54	87.78	88.19	90.88	0.2847	10.0264
InstanceControl2026.06		82.12	18.73	95.06	91.35	92.08	93.47	0.2921	11.9211
InstanceControl2026.06		81.16	18.18	92.87	86.11	86.49	89.91	0.2961	11.9181
FLUX ControlNet2026.06		77.82	17.73	90.14	75.87	78.2	82.33	0.3216	14.1077
DreamRenderer2026.06		77.38	17.88	89.52	80.91	81.45	86.69	0.3206	15.3637
DreamRenderer2026.06		70.6	15.08	78.93	60.56	63.18	68.79	0.0392	22.6739
FLUX ControlNet2026.06		68.17	15.67	83.09	70.15	70.51	77.08	0.2314	20.0755
FLUX ControlNet2026.06		65.26	16.48	84.67	73.3	73.93	79.24	0.2558	14.0427
DreamRenderer2026.06		64.97	16.25	80.74	67.55	69.2	74.68	0.1877	14.5079
EliGen2026.06		61.04	17.49	91.97	84.98	85.59	87.93	0.3708	27.824
Creatilayout2026.06		52.47	16.84	88.16	80.87	83	85.91	0.2979	21.3988