PDE Operator Learning on CE-RPUI
352.2EGPOSEIDON-L
Evaluation results
| Method | Links | ||
|---|---|---|---|
| POSEIDON-LTraining Regime=Pretrained2024.05 | 352.2 | 6.5 | |
| DPOTTraining Strategy=Finetuned, Model Size=L, Number of parameters=509 M2024.05 | 53.6 | 3.6 | |
| DPOTTraining Strategy=Finetuned, Model Size=M, Number of parameters=120 M2024.05 | 53.5 | 3.7 | |
| CNO-FMTraining Regime=Pretrained2024.05 | 33.2 | 2.3 | |
| DPOTTraining Strategy=From Scratch, Model Size=L, Number of parameters=509 M2024.05 | 31.2 | 2.9 | |
| DPOTTraining Strategy=From Scratch, Model Size=M, Number of parameters=120 M2024.05 | 26.1 | 2.5 | |
| scOTTraining Regime=Trained from Scratch2024.05 | 15.6 | 2.1 | |
| CNOTraining Regime=Trained from Scratch2024.05 | 12.5 | 1.8 | |
| FNOTraining Regime=Trained from Scratch2024.05 | 1 | 1 | |
| MPP-BTraining Regime=Pretrained2024.05 | 0 | 1.2 |