PDE Operator Learning on FNS-KF
62.5EG ScorePOSEIDON-L
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| POSEIDON-LTraining Regime=Pretrained2024.05 | 62.5 | 7.4 | |
| CNO-FMTraining Regime=Pretrained2024.05 | 13.2 | 2.7 | |
| scOTTraining Regime=Trained from Scratch2024.05 | 3.3 | 0.9 | |
| CNOTraining Regime=Trained from Scratch2024.05 | 3.1 | 1.5 | |
| MPP-BTraining Regime=Pretrained2024.05 | 2 | 1.6 | |
| FNOTraining Regime=Trained from Scratch2024.05 | 1 | 1 | |
| DPOTTraining Strategy=Finetuned, Model Size=M, Number of parameters=120 M2024.05 | 0 | 1 | |
| DPOTTraining Strategy=Finetuned, Model Size=L, Number of parameters=509 M2024.05 | 0 | 0.9 | |
| DPOTTraining Strategy=From Scratch, Model Size=M, Number of parameters=120 M2024.05 | 0 | 0.8 | |
| DPOTTraining Strategy=From Scratch, Model Size=L, Number of parameters=509 M2024.05 | 0 | 0.8 |