Identity Reconstruction on ID-FFHQ
59.233AF 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 | 59.233 | 31.813 | 73.558 | 59.634 | 29.835 | 86.433 | 0.4694 | 63.232 | -0.1805 | |
| ControlNet-SD (Sketch)Text input modality=true, LQ (Low-Quality) input modality=false, Sketch input modality=true, Backbone=SD-1.52026.05 | 44.019 | 27.003 | 51.142 | 52.139 | 32.524 | 84.62 | 0.5299 | 47.581 | -0.5306 | |
| DiffFaceSketchText input modality=false, LQ (Low-Quality) input modality=false, Sketch input modality=true, Backbone=VQF42026.05 | 23.354 | 21.234 | 43.825 | 50.231 | 61.419 | 83.27 | 0.3782 | 53.159 | — | |
| T2I-Adapter (Dual Branch)Text input modality=true, LQ (Low-Quality) input modality=true, Sketch input modality=true, Backbone=SD-1.52026.05 | 3.142 | 11.25 | 5.923 | 37.666 | 36.527 | 79.819 | 0.509 | 44.893 | 1.2896 | |
| OSDFaceText input modality=false, LQ (Low-Quality) input modality=true, Sketch input modality=false, Backbone=SD-2.12026.05 | 0.894 | 8.602 | 4.104 | 36.127 | 38.645 | 78.868 | 0.4471 | 50.864 | — | |
| ControlNet-SD (LQ)Text input modality=true, LQ (Low-Quality) input modality=true, Sketch input modality=false, Backbone=SD-1.52026.05 | 0.581 | 6.44 | 2.865 | 30.691 | 46.927 | 74.155 | 0.5739 | 41.637 | -1.1448 |