Fluid Flow Generative Modeling on Kolmogorov Flow
0.9995KDE R^2DDO
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| DDONFE=1002026.04 | 0.9995 | 0.0006 | 0.9971 | 0.0702 | 0.9931 | 0.0893 | 0.9931 | 0.088 | |
| FOT-CFMNFE=1002026.04 | 0.9987 | 0.0019 | 0.9963 | 0.0894 | 0.9921 | 0.0924 | 0.9896 | 0.1012 | |
| FOT-CFMNFE=202026.04 | 0.9985 | 0.0017 | 0.9953 | 0.089 | 0.9919 | 0.0964 | 0.9885 | 0.1131 | |
| FOT-CFMNFE=52026.04 | 0.9982 | 0.0011 | 0.9953 | 0.0892 | 0.9919 | 0.0967 | 0.9883 | 0.1145 | |
| FOT-CFMNFE=102026.04 | 0.9982 | 0.0011 | 0.9953 | 0.0892 | 0.9919 | 0.0965 | 0.9885 | 0.1133 | |
| FFMNFE=52026.04 | 0.9975 | 0.0013 | 0.9946 | 0.0949 | 0.9913 | 0.1 | 0.9871 | 0.1199 | |
| FFMNFE=102026.04 | 0.9974 | 0.0014 | 0.9947 | 0.094 | 0.9914 | 0.0992 | 0.9876 | 0.1178 | |
| FFMNFE=202026.04 | 0.9974 | 0.0013 | 0.9948 | 0.0938 | 0.9915 | 0.0991 | 0.9876 | 0.1176 | |
| FFMNFE=1002026.04 | 0.9974 | 0.0013 | 0.9948 | 0.0938 | 0.9915 | 0.0991 | 0.9876 | 0.1176 | |
| DDONFE=202026.04 | 0.9973 | 0.0014 | 0.9848 | 0.1599 | 0.9711 | 0.1823 | 0.9776 | 0.1582 | |
| DDPMNFE=52026.04 | 0.9897 | 0.0027 | 0.3941 | 1.0088 | 0.0508 | 1.0448 | 0.0697 | 1.0191 | |
| DDONFE=102026.04 | 0.9837 | 0.0034 | 0.9302 | 0.3424 | 0.8792 | 0.3727 | 0.8921 | 0.3471 | |
| DDPMNFE=102026.04 | 0.9779 | 0.0039 | 0.5536 | 0.8659 | 0.3006 | 0.8968 | 0.3198 | 0.8714 | |
| DDPMNFE=202026.04 | 0.8898 | 0.0088 | 0.7204 | 0.6853 | 0.5633 | 0.7087 | 0.58 | 0.6847 | |
| DDONFE=52026.04 | 0.8833 | 0.009 | 0.5552 | 0.8643 | 0.2712 | 0.9155 | 0.2902 | 0.8901 | |
| GANONFE=52026.04 | 0.8799 | 0.0092 | 0.8008 | 0.5784 | 0.7023 | 0.5851 | 0.666 | 0.6106 | |
| GANONFE=102026.04 | 0.8799 | 0.0092 | 0.8008 | 0.5784 | 0.7023 | 0.5851 | 0.666 | 0.6106 | |
| GANONFE=202026.04 | 0.8799 | 0.0092 | 0.8008 | 0.5784 | 0.7023 | 0.5851 | 0.666 | 0.6106 | |
| GANONFE=1002026.04 | 0.8799 | 0.0092 | 0.8008 | 0.5784 | 0.7023 | 0.5851 | 0.666 | 0.6106 | |
| DDPMNFE=1002026.04 | 0.7459 | 0.0133 | 0.902 | 0.4057 | 0.8718 | 0.384 | 0.8667 | 0.3857 |