Forward prediction on Kolmogorov flow 40 frames In-distribution (test)
0.808L2 Relative ErrorENS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ENSInference Time (s)=0.432026.06 | 0.808 | 0.25 | |
| FNOInference Time (s)=0.00932026.06 | 5.41 | 1.22 | |
| PINOInference Time (s)=0.00932026.06 | 8.05 | 3.49 | |
| PINO(TTOP)Inference Time (s)=72.72026.06 | 21.1 | 0.0483 | |
| POSEIDONInference Time (s)=6.972026.06 | 56.2 | 7.35 | |
| DiffusionPDEInference Time (s)=229.272026.06 | 81.9 | — |