Forecasting on VDP Task 1: Uniformly Spaced fixed noise seed (test)
0.02MSEFIM-ODE (Selected noise)
Evaluation results
| Method | Links | |
|---|---|---|
| FIM-ODE (Selected noise)Inference Mode=Zero-shot, Noise Selection=Favourable realisation2026.02 | 0.02 | |
| GP-DNFTraining=Trained from scratch2026.02 | 0.03 | |
| LatentSDETraining=Trained from scratch2026.02 | 0.1 | |
| GPODETraining=Trained from scratch2026.02 | 0.13 | |
| ODE2VAETraining=Trained from scratch2026.02 | 0.13 | |
| npODETraining=Trained from scratch2026.02 | 0.16 | |
| FIM-ODE (Finetuned)Inference Mode=Finetuned2026.02 | 0.16 | |
| ODEformerInference Mode=Zero-shot2026.02 | 0.22 | |
| NeuralODETraining=Trained from scratch2026.02 | 0.29 | |
| FIM-ODEInference Mode=Zero-shot2026.02 | 0.89 | |
| BNeuralODETraining=Trained from scratch2026.02 | 1.45 |