Forecasting on VDP Task 2 Irregular Times fixed noise seed (test)
0.04MSEGP-DNF
Evaluation results
| Method | Links | |
|---|---|---|
| GP-DNFTraining=Trained from scratch2026.02 | 0.04 | |
| FIM-ODE (Selected noise)Inference Mode=Zero-shot, Noise Selection=Favourable realisation2026.02 | 0.13 | |
| LatentSDETraining=Trained from scratch2026.02 | 0.15 | |
| ODE2VAETraining=Trained from scratch2026.02 | 0.19 | |
| GPODETraining=Trained from scratch2026.02 | 0.21 | |
| FIM-ODE (Finetuned)Inference Mode=Finetuned2026.02 | 0.26 | |
| FIM-ODEInference Mode=Zero-shot2026.02 | 0.4 | |
| ODEformerInference Mode=Zero-shot2026.02 | 0.45 | |
| NeuralODETraining=Trained from scratch2026.02 | 0.55 | |
| BNeuralODETraining=Trained from scratch2026.02 | 1.68 | |
| npODETraining=Trained from scratch2026.02 | 2.08 |