Multi-view Image Editing on GeM-NR (General Nonrigid) 1.0 (test)
30.3MEt3RIndependent
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| IndependentBase Model=Qwen2026.06 | 30.3 | 23.15 | 18.62 | 61.3 | 0.284 | 26.5 | 24 | |
| IndependentBase Model=FLUX.22026.06 | 29.1 | 24.91 | 18.93 | 59.8 | 0.275 | 26.9 | 23.4 | |
| Omni-3DEditBase Model=Qwen2026.06 | 28.8 | 23.78 | 18.21 | 66.2 | 0.205 | 25.1 | 18.4 | |
| Omni-3DEditBase Model=FLUX.22026.06 | 28.8 | 21.56 | 17.6 | 62.8 | 0.216 | 24.8 | 17.2 | |
| GeM-NRBase Model=FLUX.22026.06 | 21.6 | 32.35 | 20.91 | 60.7 | 0.188 | 26.8 | 24.7 | |
| Unedited2026.06 | 21.6 | 47.31 | 25.23 | 74.5 | 0.128 | 20.2 | — | |
| GeM-NRBase Model=Qwen2026.06 | 21.5 | 31.56 | 20.68 | 61.2 | 0.194 | 26.8 | 25.2 | |
| Omni-3DEditBase Model=Qwen2026.06 | 20.3 | 38.27 | 20.83 | 69 | 0.174 | 20.1 | 11.4 | |
| Omni-3DEditBase Model=FLUX.22026.06 | 20.2 | 40.9 | 20.81 | 69.8 | 0.17 | 19.9 | 10.4 | |
| IndependentBase Model=Qwen2026.06 | 16.6 | 41.79 | 24.06 | 73.4 | 0.143 | 20.7 | 15.6 | |
| IndependentBase Model=FLUX.22026.06 | 16.5 | 44.62 | 24.66 | 74.1 | 0.142 | 20.4 | 15.6 | |
| GeM-NRBase Model=Qwen2026.06 | 15.3 | 45.66 | 24.04 | 71.2 | 0.135 | 20.1 | 15.5 | |
| Unedited2026.06 | 15.2 | 48.15 | 25.95 | 79 | 0.101 | 20.3 | — | |
| GeM-NRBase Model=FLUX.22026.06 | 15.1 | 46.43 | 24.44 | 71.9 | 0.133 | 20.4 | 15.4 |