Continuum Dynamics Rollout Prediction on Gray-Scott
2.78VRMSEWalrus
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| WalrusRollout Range=Avg T [1:20]2025.11 | 2.78 | — | — | — | — | |
| Poseidon-LRollout Range=Avg T [1:20]2025.11 | 4.11 | — | — | — | — | |
| DPOT-HRollout Range=Avg T [1:20]2025.11 | 13.54 | — | — | — | — | |
| DPOT-HProtocol=One-step, Averaging=Averaged over all steps2025.11 | — | 0.61 | — | — | — | |
| DPOT-HTraining=Fine-tuned, Aggregation=Median2025.11 | — | — | 0.61 | 13.54 | 65.67 | |
| Poseidon-LProtocol=One-step, Averaging=Averaged over all steps2025.11 | — | 0.48 | — | — | — | |
| Poseidon-LTraining=Fine-tuned, Aggregation=Median2025.11 | — | — | 0.48 | 4.11 | 12.95 | |
| WalrusProtocol=One-step, Averaging=Averaged over all steps2025.11 | — | 0.01 | — | — | — | |
| WalrusTraining=Fine-tuned, Aggregation=Median2025.11 | — | — | 0.01 | 2.78 | 12.68 |