Identity Reconstruction on ID-CelebA
66.429AF Match RateID-SD
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ID-SDText input modality=true, LQ (Low-Quality) input modality=true, Sketch input modality=true, Backbone=SD-1.52026.05 | 66.429 | 30.8 | 84.78 | 58.029 | 29.142 | 86.432 | 0.4891 | 63.628 | 0.8709 | |
| ControlNet-SD (Sketch)Text input modality=true, LQ (Low-Quality) input modality=false, Sketch input modality=true, Backbone=SD-1.52026.05 | 53.297 | 27.352 | 60.769 | 51.084 | 29.531 | 85.269 | 0.5508 | 50.314 | 0.2533 | |
| DiffFaceSketchText input modality=false, LQ (Low-Quality) input modality=false, Sketch input modality=true, Backbone=VQF42026.05 | 32.727 | 23.233 | 52.912 | 50.755 | 40.85 | 84.073 | 0.3329 | 59.556 | — | |
| T2I-Adapter (Dual Branch)Text input modality=true, LQ (Low-Quality) input modality=true, Sketch input modality=true, Backbone=SD-1.52026.05 | 6.592 | 12.623 | 9.725 | 38.093 | 62.506 | 78.089 | 0.503 | 44.832 | 2.2187 | |
| ControlNet-SD (LQ)Text input modality=true, LQ (Low-Quality) input modality=true, Sketch input modality=false, Backbone=SD-1.52026.05 | 1.319 | 6.02 | 4.67 | 29.301 | 40.181 | 77.018 | 0.5667 | 45.455 | 0.1037 | |
| OSDFaceText input modality=false, LQ (Low-Quality) input modality=true, Sketch input modality=false, Backbone=SD-2.12026.05 | 0.951 | 5.114 | 4.341 | 31.677 | 34.237 | 79.913 | 0.4323 | 51.352 | — |