Fluid Dynamics Prediction on Channel Zero-shot from Cavity
0.0424MAELLM4Fluid
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LLM4FluidEvaluation Protocol=Zero-shot, Transfer Source=Cavity2026.01 | 0.0424 | 0.0052 | |
| TimeKANEvaluation Protocol=Zero-shot, Transfer Source=Cavity2026.01 | 0.0462 | 0.0061 | |
| Time-LLMEvaluation Protocol=Zero-shot, Transfer Source=Cavity2026.01 | 0.0489 | 0.0065 | |
| GPT4TSEvaluation Protocol=Zero-shot, Transfer Source=Cavity2026.01 | 0.0562 | 0.01 | |
| ConvTimeNetEvaluation Protocol=Zero-shot, Transfer Source=Cavity2026.01 | 0.0582 | 0.0109 | |
| FilterTSEvaluation Protocol=Zero-shot, Transfer Source=Cavity2026.01 | 0.0647 | 0.0122 | |
| TimeXerEvaluation Protocol=Zero-shot, Transfer Source=Cavity2026.01 | 0.0685 | 0.0171 | |
| xLSTMEvaluation Protocol=Zero-shot, Transfer Source=Cavity2026.01 | 0.1287 | 0.033 | |
| Mamba2Evaluation Protocol=Zero-shot, Transfer Source=Cavity2026.01 | 0.1354 | 0.0346 |