Image Generation on MNIST Binary (test)
4.69FIDUDLM
Evaluation results
| Method | Links | |
|---|---|---|
| UDLMSteps=162025.12 | 4.69 | |
| UDLMSteps=322025.12 | 4.77 | |
| RandomSteps=162025.12 | 5 | |
| UDLMSteps=642025.12 | 5.01 | |
| RandomSteps=322025.12 | 5.1 | |
| UDLMNFE steps=162025.12 | 5.13 | |
| PAIRFLOWSteps=642025.12 | 5.17 | |
| RandomSteps=642025.12 | 5.19 | |
| PAIRFLOWNFE steps=642025.12 | 5.24 | |
| PAIRFLOWSteps=322025.12 | 5.24 | |
| UDLMNFE steps=322025.12 | 5.37 | |
| UDLMNFE steps=642025.12 | 5.5 | |
| PAIRFLOWNFE steps=322025.12 | 5.51 | |
| PAIRFLOWSteps=162025.12 | 5.55 | |
| RandomSteps=82025.12 | 5.6 | |
| UDLMSteps=82025.12 | 5.7 | |
| PAIRFLOWNFE steps=162025.12 | 5.8 | |
| PAIRFLOWSteps=82025.12 | 5.97 | |
| UDLMNFE steps=82025.12 | 6.18 | |
| PAIRFLOWNFE steps=82025.12 | 6.36 | |
| UDLM + ReDiSteps=642025.12 | 6.49 | |
| UDLM + DCDSteps=322025.12 | 6.52 | |
| UDLM + ReDiSteps=322025.12 | 6.55 | |
| UDLM + ReDiSteps=162025.12 | 6.56 | |
| UDLM+ReDiNFE steps=322025.12 | 6.57 | |
| UDLM+ReDiNFE steps=642025.12 | 6.61 | |
| UDLM + DCDSteps=642025.12 | 6.65 | |
| UDLM + ReDiSteps=82025.12 | 6.65 | |
| PAIRFLOW + ReDiSteps=162025.12 | 6.79 | |
| PAIRFLOW + ReDiSteps=82025.12 | 6.85 | |
| UDLM+ReDiNFE steps=162025.12 | 6.89 | |
| PAIRFLOW + ReDiSteps=642025.12 | 6.94 | |
| PAIRFLOW + ReDiSteps=322025.12 | 6.96 | |
| PAIRFLOW+ReDiNFE steps=322025.12 | 6.98 | |
| UDLM+ReDiNFE steps=82025.12 | 7.01 | |
| MDLMSteps=642025.12 | 7.01 | |
| UDLM+DCDNFE steps=322025.12 | 7.12 | |
| PAIRFLOW+ReDiNFE steps=642025.12 | 7.12 | |
| UDLM + DCDSteps=162025.12 | 7.12 | |
| PAIRFLOW+DCDNFE steps=322025.12 | 7.22 | |
| PAIRFLOW+ReDiNFE steps=162025.12 | 7.22 | |
| PAIRFLOW+ReDiNFE steps=82025.12 | 7.24 | |
| UDLM+DCDNFE steps=642025.12 | 7.38 | |
| PAIRFLOW+DCDNFE steps=162025.12 | 7.4 | |
| UDLM + DCDSteps=82025.12 | 7.46 | |
| PAIRFLOW + DCDSteps=162025.12 | 7.75 | |
| PAIRFLOW + DCDSteps=322025.12 | 7.82 | |
| PAIRFLOW+DCDNFE steps=642025.12 | 7.85 | |
| UDLM+DCDNFE steps=162025.12 | 7.87 | |
| UDLM + DCDSteps=42025.12 | 8.06 | |
| UDLM + ReDiSteps=42025.12 | 8.11 | |
| UDLM+DCDNFE steps=82025.12 | 8.41 | |
| PAIRFLOW + DCDSteps=642025.12 | 8.42 | |
| PAIRFLOWSteps=42025.12 | 8.5 | |
| PAIRFLOW + ReDiSteps=42025.12 | 8.54 | |
| PAIRFLOW+DCDNFE steps=82025.12 | 8.55 | |
| UDLM+ReDiNFE steps=42025.12 | 8.77 | |
| PAIRFLOW+ReDiNFE steps=42025.12 | 8.98 | |
| PAIRFLOW + DCDSteps=82025.12 | 9.28 | |
| PAIRFLOW + ReDiSteps=22025.12 | 9.38 | |
| RandomSteps=42025.12 | 9.41 | |
| PAIRFLOW+ReDiNFE steps=22025.12 | 9.59 | |
| PAIRFLOWNFE steps=42025.12 | 9.62 | |
| UDLM+DCDNFE steps=42025.12 | 9.82 | |
| UDLM + ReDiSteps=22025.12 | 10.35 | |
| UDLM+ReDiNFE steps=22025.12 | 10.79 | |
| PAIRFLOW+DCDNFE steps=42025.12 | 10.9 | |
| UDLMSteps=42025.12 | 11.25 | |
| UDLMNFE steps=42025.12 | 11.42 | |
| PAIRFLOW + DCDSteps=42025.12 | 11.47 | |
| MDLMSteps=322025.12 | 12.31 | |
| PAIRFLOW + ReDiSteps=12025.12 | 12.9 | |
| PAIRFLOW+DCDNFE steps=22025.12 | 13.06 | |
| PAIRFLOW+ReDiNFE steps=12025.12 | 13.73 | |
| PAIRFLOW + DCDSteps=22025.12 | 14.2 | |
| PAIRFLOWSteps=22025.12 | 15.61 | |
| UDLM + DCDSteps=22025.12 | 16.09 | |
| PAIRFLOWNFE steps=22025.12 | 17.37 | |
| UDLM + ReDiSteps=12025.12 | 18.44 | |
| UDLM+ReDiNFE steps=12025.12 | 19.08 | |
| UDLM+DCDNFE steps=22025.12 | 19.23 | |
| PAIRFLOW + DCDSteps=12025.12 | 19.51 | |
| PAIRFLOW+DCDNFE steps=12025.12 | 19.56 | |
| MDLMSteps=162025.12 | 28.51 | |
| RandomSteps=22025.12 | 36.59 | |
| PAIRFLOWSteps=12025.12 | 40.58 | |
| UDLMNFE steps=22025.12 | 42.17 | |
| UDLMSteps=22025.12 | 42.54 | |
| PAIRFLOWNFE steps=12025.12 | 42.87 | |
| UDLM + DCDSteps=12025.12 | 53.84 | |
| MDLMSteps=82025.12 | 54.41 | |
| UDLM+DCDNFE steps=12025.12 | 57.85 | |
| MDLMSteps=42025.12 | 103.74 | |
| RandomSteps=12025.12 | 128.57 | |
| UDLMNFE steps=12025.12 | 129.05 | |
| UDLMSteps=12025.12 | 130.57 | |
| MDLMSteps=22025.12 | 159.26 | |
| MDLMSteps=12025.12 | 204.64 |