Image Reconstruction on PIE-Bench
1.27MSEUniEdit
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UniEditModel=SD3.5-Medium, N (Sampling Steps)=302026.04 | 1.27 | 16.69 | 73.81 | 20.29 | |
| SteerFlowModel=SD3.5-Medium, N (Sampling Steps)=302026.04 | 1.28 | 16.67 | 73.81 | 20.24 | |
| FireFlowModel=FLUX.1-dev, N (Sampling Steps)=152026.04 | 1.58 | 19.65 | 74.12 | 20.26 | |
| RF-SolverModel=FLUX.1-dev, N (Sampling Steps)=152026.04 | 1.8 | 21.47 | 72.01 | 19.39 | |
| SteerFlowModel=FLUX.1-dev, N (Sampling Steps)=152026.04 | 1.91 | 17.7 | 76.84 | 19.63 | |
| UniEditModel=FLUX.1-dev, N (Sampling Steps)=152026.04 | 2.06 | 21.21 | 73.12 | 18.98 | |
| FireFlowModel=SD3.5-Medium, N (Sampling Steps)=302026.04 | 2.27 | 30.16 | 64.22 | 17.53 | |
| ODE InvModel=FLUX.1-dev, N (Sampling Steps)=152026.04 | 3.08 | 48.04 | 48.11 | 15.65 | |
| RF-SolverModel=SD3.5-Medium, N (Sampling Steps)=302026.04 | 3.27 | 48.68 | 46.96 | 15.51 | |
| ODE InvModel=SD3.5-Medium, N (Sampling Steps)=302026.04 | 4.97 | 59.48 | 41.08 | 13.6 | |
| BiFMInversion steps=502026.03 | 87.72 | 89.49 | 88.03 | 30.32 | |
| RF-SolverInversion steps=502026.03 | 94.8 | 106.15 | 86.36 | 28.26 | |
| NT InvInversion steps=502026.03 | 97.64 | 102.25 | 82.33 | 27.82 | |
| PnP InvInversion steps=502026.03 | 105.66 | 95.95 | 87.2 | 28.79 | |
| DDIMInversion steps=502026.03 | 224.43 | 210.84 | 70.96 | 17.76 |