Image Generation on CIFAR-10 discrete-time and continuous-time models (test)
2.4FIDSciRE-Solver-agile
Evaluation Results
| Method | Links | |
|---|---|---|
| SciRE-Solver-agileNFE=100, Model Type=continuous-time (VP deep)2023.08 | 2.4 | |
| SciRE-Solver-agileNFE=20, Model Type=continuous-time (VP deep)2023.08 | 2.42 | |
| SciRE-Solver-3NFE=100, Model Type=continuous-time (VP deep)2023.08 | 2.44 | |
| SciRE-Solver-2NFE=100, Model Type=continuous-time (VP deep)2023.08 | 2.48 | |
| SciRE-Solver-agileNFE=50, Model Type=continuous-time (VP deep)2023.08 | 2.52 | |
| SciRE-Solver-3NFE=50, Model Type=continuous-time (VP deep)2023.08 | 2.54 | |
| tAB3-DEISNFE=50, Model Type=continuous-time (VP deep)2023.08 | 2.57 | |
| SciRE-Solver-2NFE=50, Model Type=continuous-time (VP deep)2023.08 | 2.57 | |
| DPM-Solver-2NFE=1000, Model Type=continuous-time (VP deep)2023.08 | 2.59 | |
| DPM-Solver-2NFE=200, Model Type=continuous-time (VP deep)2023.08 | 2.6 | |
| DPM-Solver-3NFE=200, Model Type=continuous-time (VP deep)2023.08 | 2.62 | |
| DPM-Solver-3NFE=1000, Model Type=continuous-time (VP deep)2023.08 | 2.62 | |
| DPM-Solver-3NFE=50, Model Type=continuous-time (VP deep)2023.08 | 2.65 | |
| SciRE-Solver-3NFE=20, Model Type=continuous-time (VP deep)2023.08 | 2.68 | |
| DPM-Solver-2NFE=50, Model Type=continuous-time (VP deep)2023.08 | 2.69 | |
| tAB3-DEISNFE=20, Model Type=continuous-time (VP deep)2023.08 | 2.86 | |
| DPM-Solver-fastNFE=20, Model Type=continuous-time (VP deep)2023.08 | 2.87 | |
| DPM-Solver-3NFE=20, Model Type=continuous-time (VP deep)2023.08 | 2.9 | |
| SciRE-Solver-2NFE=20, Model Type=continuous-time (VP deep)2023.08 | 3.03 | |
| SciRE-Solver-3NFE=15, Model Type=continuous-time (VP deep)2023.08 | 3.06 | |
| SciRE-Solver-3NFE=84, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.15 | |
| DDPMNFE=1000, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.16 | |
| SciRE-Solver-3NFE=50, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.23 | |
| F-PNDMNFE=1000, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.26 | |
| SciRE-Solver-2NFE=100, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.26 | |
| DPM-Solver-2NFE=20, Model Type=continuous-time (VP deep)2023.08 | 3.26 | |
| SciRE-Solver-2NFE=50, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.28 | |
| DPM-Solver-fastNFE=15, Model Type=continuous-time (VP deep)2023.08 | 3.35 | |
| tAB3-DEISNFE=15, Model Type=continuous-time (VP deep)2023.08 | 3.37 | |
| ERA-SolverNFE=50, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.42 | |
| DPM-Solver-3NFE=200, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.45 | |
| DPM-Solver-3NFE=1000, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.45 | |
| DPM-Solver-2NFE=200, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.46 | |
| DPM-Solver-2NFE=1000, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.46 | |
| F-PNDMNFE=200, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.47 | |
| SciRE-Solver-agileNFE=15, Model Type=continuous-time (VP deep)2023.08 | 3.47 | |
| SciRE-Solver-3NFE=12, Model Type=continuous-time (VP deep)2023.08 | 3.48 | |
| DPM-Solver-3NFE=50, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.49 | |
| DPM-Solver-2NFE=50, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.5 | |
| ERA-SolverNFE=100, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.51 | |
| DPM-Solver-3NFE=15, Model Type=continuous-time (VP deep)2023.08 | 3.55 | |
| Analytic-DDIMNFE=200, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.6 | |
| SciRE-Solver-2NFE=20, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.67 | |
| F-PNDMNFE=50, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.68 | |
| tAB3-DEISNFE=50, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.78 | |
| ERA-SolverNFE=20, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.79 | |
| SciRE-Solver-3NFE=20, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.8 | |
| DPM-Solver-3NFE=20, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.81 | |
| Analytic-DDPMNFE=1000, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.84 | |
| SciRE-Solver-2NFE=15, Model Type=continuous-time (VP deep)2023.08 | 3.84 | |
| Analytic-DDIMNFE=1000, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.86 | |
| ERA-SolverNFE=15, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.86 | |
| DDIMNFE=1000, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.95 | |
| DPM-Solver-2NFE=20, Model Type=discrete-time, Noise Schedule=linear2023.08 | 3.95 | |
| DDPMNFE=200, Model Type=discrete-time, Noise Schedule=linear2023.08 | 4.03 | |
| DDIMNFE=200, Model Type=discrete-time, Noise Schedule=linear2023.08 | 4.07 | |
| SciRE-Solver-2NFE=15, Model Type=discrete-time, Noise Schedule=linear2023.08 | 4.09 | |
| Analytic-DDPMNFE=200, Model Type=discrete-time, Noise Schedule=linear2023.08 | 4.11 | |
| SciRE-Solver-3NFE=15, Model Type=discrete-time, Noise Schedule=linear2023.08 | 4.12 | |
| DPM-Solver-2NFE=15, Model Type=continuous-time (VP deep)2023.08 | 4.23 | |
| Analytic-DDIMNFE=50, Model Type=discrete-time, Noise Schedule=linear2023.08 | 4.28 | |
| SciRE-Solver-2NFE=12, Model Type=continuous-time (VP deep)2023.08 | 4.33 | |
| ERA-SolverNFE=12, Model Type=discrete-time, Noise Schedule=linear2023.08 | 4.38 | |
| SciRE-Solver-2NFE=12, Model Type=discrete-time, Noise Schedule=linear2023.08 | 4.41 | |
| tAB3-DEISNFE=20, Model Type=discrete-time, Noise Schedule=linear2023.08 | 4.53 | |
| F-PNDMNFE=20, Model Type=discrete-time, Noise Schedule=linear2023.08 | 4.61 | |
| DDIMNFE=50, Model Type=discrete-time, Noise Schedule=linear2023.08 | 4.73 | |
| SciRE-Solver-agileNFE=12, Model Type=continuous-time (VP deep)2023.08 | 4.8 | |
| DPM-Solver-2NFE=12, Model Type=continuous-time (VP deep)2023.08 | 4.88 | |
| DPM-Solver-fastNFE=12, Model Type=continuous-time (VP deep)2023.08 | 4.93 | |
| SciRE-Solver-3NFE=12, Model Type=discrete-time, Noise Schedule=linear2023.08 | 5 | |
| DPM-Solver-3NFE=15, Model Type=discrete-time, Noise Schedule=linear2023.08 | 5.21 | |
| DPM-Solver-2NFE=15, Model Type=discrete-time, Noise Schedule=linear2023.08 | 5.23 | |
| DPM-Solver-3NFE=12, Model Type=continuous-time (VP deep)2023.08 | 5.53 | |
| DPM-Solver-2NFE=12, Model Type=discrete-time, Noise Schedule=linear2023.08 | 6.15 | |
| DDIMNFE=20, Model Type=discrete-time, Noise Schedule=linear2023.08 | 6.94 | |
| F-PNDMNFE=10, Model Type=discrete-time, Noise Schedule=linear2023.08 | 7.03 | |
| tAB3-DEISNFE=10, Model Type=discrete-time, Noise Schedule=linear2023.08 | 7.12 | |
| Analytic-DDIMNFE=20, Model Type=discrete-time, Noise Schedule=linear2023.08 | 7.2 | |
| Analytic-DDPMNFE=50, Model Type=discrete-time, Noise Schedule=linear2023.08 | 7.34 | |
| DPM-Solver-3NFE=12, Model Type=discrete-time, Noise Schedule=linear2023.08 | 8.2 | |
| DDIMNFE=15, Model Type=discrete-time, Noise Schedule=linear2023.08 | 8.92 | |
| Analytic-DDIMNFE=15, Model Type=discrete-time, Noise Schedule=linear2023.08 | 9.16 | |
| DDIMNFE=12, Model Type=discrete-time, Noise Schedule=linear2023.08 | 11.02 | |
| Analytic-DDIMNFE=12, Model Type=discrete-time, Noise Schedule=linear2023.08 | 11.68 | |
| Analytic-DDPMNFE=20, Model Type=discrete-time, Noise Schedule=linear2023.08 | 15.35 | |
| Analytic-DDPMNFE=15, Model Type=discrete-time, Noise Schedule=linear2023.08 | 20.82 | |
| Analytic-DDPMNFE=12, Model Type=discrete-time, Noise Schedule=linear2023.08 | 27.69 | |
| DDPMNFE=50, Model Type=discrete-time, Noise Schedule=linear2023.08 | 32.6 | |
| DDPMNFE=20, Model Type=discrete-time, Noise Schedule=linear2023.08 | 137.3 | |
| DDPMNFE=15, Model Type=discrete-time, Noise Schedule=linear2023.08 | 197.6 | |
| DDPMNFE=12, Model Type=discrete-time, Noise Schedule=linear2023.08 | 246.3 |