Layout-free HOI editing on IEBench
0.638Editability-IdentityOneHOI
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| OneHOI2026.04 | 0.638 | 0.596 | 21.26 | 0.2805 | 0.4713 | |
| Nano Bananaaccess=closed-source2026.04 | 0.623 | 0.53 | 20.97 | 0.2544 | 0.181 | |
| Qwen Image Edit2026.04 | 0.58 | 0.46 | 20.81 | 0.2585 | 0.0748 | |
| InteractEdit2026.04 | 0.573 | 0.514 | 21.08 | 0.264 | 0.163 | |
| OmniGen22026.04 | 0.496 | 0.437 | 20.9 | 0.2595 | 0.0869 | |
| Flux.1 Kontext2026.04 | 0.471 | 0.328 | 20.45 | 0.2427 | 0.5137 | |
| FireFlow2026.04 | 0.451 | 0.35 | 20.76 | 0.253 | 0.4385 | |
| Null-Text Inversion2026.04 | 0.443 | 0.39 | 20.81 | 0.2483 | 0.3329 | |
| EditFriendlyDDPM2026.04 | 0.438 | 0.32 | 20.48 | 0.247 | 0.3875 | |
| TurboEdit2026.04 | 0.434 | 0.326 | 20.36 | 0.2437 | 0.3821 | |
| InstructPix2Pix2026.04 | 0.38 | 0.269 | 20.28 | 0.2178 | 0.7717 | |
| MasaCtrl2026.04 | 0.371 | 0.26 | 20.14 | 0.2212 | 0.7136 | |
| OmniGen2026.04 | 0.354 | 0.231 | 19.74 | 0.212 | 1.0055 | |
| HOIEdit2026.04 | 0.349 | 0.24 | 19.51 | 0.2129 | 1.0289 |