Controllable Text-to-Image Generation on COCO-POS benchmark leaderboard · SOTA2 Research

Controllable Text-to-Image Generation on COCO-POS

82.49mIoUInstanceControl

Evaluation Results

Method	Links
InstanceControl2026.06		82.49	17.26	93.24	85.82	87.29	91.62	0.131	20.9018
InstanceControl2026.06		82.25	16.84	92.11	78.34	85.45	85.09	0.1334	21.5091
InstanceControl2026.06		79.38	16.97	92.1	83.78	88.29	88.35	0.115	22.8134
InstanceControl2026.06		78.94	16.5	90.58	75.61	82.61	82.53	0.117	22.7549
InstanceControl2026.06		77.57	17	92.77	85.92	88.7	91.83	0.1706	20.8419
InstanceControl2026.06		76.88	16.58	91.32	78.19	82.56	85.49	0.1648	20.8162
DreamRenderer2026.06		75	16.42	90.76	75.51	83.39	79.86	0.1781	26.1377
Seg2Any2026.06		74.99	16.39	89.98	79.36	82.39	83.66	-0.0347	37.4553
FLUX ControlNet2026.06		74	16.14	90.32	66.47	74.75	71.97	0.2104	25.6307
DreamRenderer2026.06		66.81	14.77	84.79	60.41	67.11	62.25	0.0599	29.4211
FLUX ControlNet2026.06		63.15	15.02	85.94	63.58	67.77	66.2	0.2215	29.4736
DreamRenderer2026.06		59.26	15.2	86.6	62.04	65.12	64.23	0.1367	25.3367
FLUX ControlNet2026.06		56.39	15.09	84.46	63.5	66.28	65.63	0.1599	24.9675
EliGen2026.06		50.76	16.13	93.34	76.59	83.22	82.39	0.3006	42.5613
Creatilayout2026.06		46.64	15.84	90.74	72.65	76.74	75.49	0.2196	32.3662