Image-to-Image Translation on Edges -> Handbags 64 x 64 (test)
0.53FIDDBMSolver
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DBMSolverFamily=DBM Sampling, NFE=202026.05 | 0.53 | 3.64 | 0.099 | 0.005 | |
| ODES3Family=DBM Sampling, NFE=282026.05 | 0.54 | 3.65 | 0.097 | 0.005 | |
| CBTNFE=22024.10 | 0.8 | 3.65 | 0.106 | 0.0068 | |
| DDBMODE Solver Type=ODE-1, NFE=1002024.10 | 0.89 | 3.62 | 0.0995 | 0.0056 | |
| DBMSolverFamily=DBM Sampling, NFE=62026.05 | 0.93 | 3.6 | 0.106 | 0.006 | |
| DDBMODE Solver Type=ODE-1, NFE=502024.10 | 1.14 | 3.62 | 0.0979 | 0.0054 | |
| CBDNFE=22024.10 | 1.3 | 3.62 | 0.128 | 0.0124 | |
| DBIM-3Family=DBM Sampling, NFE=202026.05 | 1.45 | 3.61 | 0.098 | 0.005 | |
| DBIM-2Family=DBM Sampling, NFE=202026.05 | 1.48 | 3.6 | 0.098 | 0.005 | |
| DBIM-1Family=DBM Sampling, NFE=202026.05 | 1.74 | 3.63 | 0.095 | 0.005 | |
| DDBMNFE=1182024.10 | 1.83 | 3.73 | 0.142 | 0.0402 | |
| Hybrid HeunFamily=DBM Sampling, NFE=1192026.05 | 1.83 | 3.73 | 0.142 | 0.04 | |
| DDBMODE Solver Type=ODE-1, NFE=22024.10 | 6.7 | 3.71 | 0.0968 | 0.0037 | |
| I2SB2024.10 | 7.43 | 3.4 | 0.244 | 0.191 | |
| I2SBFamily=Diffusion & Flow, NFE=≥402026.05 | 7.43 | 3.4 | 0.244 | 0.191 | |
| Rectified Flow2024.10 | 25.3 | 2.8 | 0.241 | 0.088 | |
| SDEdit2024.10 | 26.5 | 3.58 | 0.271 | 0.51 | |
| SDEditFamily=Diffusion & Flow, NFE=≥402026.05 | 26.5 | 3.58 | 0.271 | 0.51 | |
| Pix2Pix2024.10 | 74.8 | 4.24 | 0.356 | 0.209 | |
| DDIB2024.10 | 186.84 | 2.04 | 0.869 | 1.05 | |
| DDIBFamily=Diffusion & Flow, NFE=≥402026.05 | 186.84 | 2.04 | 0.869 | 1.05 |