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 |