Unconditional Image Generation on MNIST Binary
4.62FIDSFM w/ OT
Evaluation results
| Method | Links | |
|---|---|---|
| SFM w/ OTSteps=3002026.05 | 4.62 | |
| UDLMSteps=642026.05 | 5.01 | |
| PAIRFLOWSteps=642026.05 | 5.17 | |
| Coupling ModelSteps=12026.05 | 5.5 | |
| MDLMSteps=642026.05 | 7.01 | |
| DDSMSteps=1002026.05 | 7.79 | |
| CFMSteps=42026.05 | 7.8 | |
| PAIRFLOWSteps=42026.05 | 8.5 | |
| CFMSteps=22026.05 | 8.7 | |
| CFMSteps=12026.05 | 10.1 | |
| UDLMSteps=42026.05 | 11.25 | |
| PAIRFLOW + ReDiSteps=12026.05 | 12.9 | |
| PAIRFLOWSteps=22026.05 | 15.61 | |
| UDLM + ReDiSteps=12026.05 | 18.44 | |
| PAIRFLOW + DCDSteps=12026.05 | 19.51 | |
| DFMSteps=–2026.05 | 34.42 | |
| PAIRFLOWSteps=12026.05 | 40.58 | |
| UDLMSteps=22026.05 | 42.54 | |
| UDLM + DCDSteps=12026.05 | 53.84 | |
| D3PMSteps=10002026.05 | 67.36 | |
| DirichletFMSteps=–2026.05 | 77.35 | |
| MDLMSteps=42026.05 | 103.74 | |
| UDLMSteps=12026.05 | 130.57 | |
| MDLMSteps=22026.05 | 159.26 | |
| MDLMSteps=12026.05 | 204.64 |