Controllable Image Generation on Real-world (test)
86.7C-I Alignment ScorePose-ICL
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Pose-ICLMulti-References=true, Tuning-Free=true2026.06 | 86.7 | 13.2 | 75.8 | 33.2 | 47.93 | |
| DreamBoothMulti-References=true, Tuning-Free=false2026.06 | 84.7 | — | 68 | 33 | 49 | |
| SceneDesignerMulti-References=true, Tuning-Free=false2026.06 | 83.7 | 23.88 | 64.1 | 32.8 | 54.21 | |
| QWen-EditMulti-References=false, Tuning-Free=true, Pipeline-based=true2026.06 | 82.6 | 39.49 | 59.1 | 33.1 | 61.14 | |
| FLUX-KontextMulti-References=true, Tuning-Free=true2026.06 | 82.3 | — | 63.7 | 32.9 | 82.77 | |
| InstantMeshMulti-References=true, Tuning-Free=true, Pipeline-based=true2026.06 | 81.7 | 16.45 | 60.9 | 32 | 70.24 | |
| OminiControlMulti-References=false, Tuning-Free=true2026.06 | 79.4 | — | 50.2 | 32.1 | 82.04 | |
| Custom-Diff360Multi-References=true, Tuning-Free=false2026.06 | 76.3 | 32.55 | 50.4 | 30.2 | 67.14 |