Fluid Dynamics Prediction on Low-Re Zero-shot from Dam
0.023MAELLM4Fluid
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LLM4FluidEvaluation Protocol=Zero-shot, Transfer Source=Dam2026.01 | 0.023 | 0.0011 | |
| TimeKANEvaluation Protocol=Zero-shot, Transfer Source=Dam2026.01 | 0.0235 | 0.0012 | |
| Time-LLMEvaluation Protocol=Zero-shot, Transfer Source=Dam2026.01 | 0.0235 | 0.0012 | |
| FilterTSEvaluation Protocol=Zero-shot, Transfer Source=Dam2026.01 | 0.0314 | 0.0031 | |
| ConvTimeNetEvaluation Protocol=Zero-shot, Transfer Source=Dam2026.01 | 0.0348 | 0.0057 | |
| TimeXerEvaluation Protocol=Zero-shot, Transfer Source=Dam2026.01 | 0.0497 | 0.0086 | |
| GPT4TSEvaluation Protocol=Zero-shot, Transfer Source=Dam2026.01 | 0.0568 | 0.0096 | |
| xLSTMEvaluation Protocol=Zero-shot, Transfer Source=Dam2026.01 | 0.1557 | 0.0369 | |
| Mamba2Evaluation Protocol=Zero-shot, Transfer Source=Dam2026.01 | 0.1685 | 0.0441 |