Instance-controlled Image Generation on InstDiff-Bench
40.1APROICtrl
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ROICtrl2024.11 | 40.1 | 57.2 | 10.4 | 49.4 | 67.1 | 0.256 | 29.3 | 0.243 | 0.243 | |
| InstanceDiffusion2026.02 | 40 | 57 | — | — | — | 0.534 | 0.252 | 0.259 | 0.227 | |
| DEIG2026.02 | 34 | 57 | — | — | — | 0.588 | 0.258 | 0.261 | 0.228 | |
| ROICtrl2026.02 | 26 | 51 | — | — | — | 0.569 | 0.255 | 0.237 | 0.223 | |
| MIGC2024.11 | 24.1 | 42.6 | 3.1 | — | 22.4 | 0.243 | 24.3 | 0.222 | 0.227 | |
| GLIGEN2024.11 | 22.2 | 49 | 35.9 | — | 26.3 | 0.212 | 17.7 | 0.208 | 0.215 | |
| MIGC2026.02 | 22 | 40 | — | — | — | 0.523 | 0.252 | 0.232 | 0.221 | |
| Instance Diffusion2024.11 | 20.1 | 46.8 | 32.8 | — | 41.5 | 0.243 | 26.1 | 0.215 | 0.222 | |
| GLIGEN2026.02 | 20 | 35 | — | — | — | 0.25 | 0.217 | 0.158 | 0.205 |