Trajectory Generalization on ODEBench v1 (test)
32.8Success Rate (R² > 0.9)ODEformer
Evaluation results
| Method | Links | |
|---|---|---|
| ODEformerρ (subsampling ratio)=0.5, σ (noise level)=0.03, Zero-shot inference=true2026.02 | 32.8 | |
| FIM-ODEρ (subsampling ratio)=0, σ (noise level)=0.03, Zero-shot inference=true2026.02 | 32.8 | |
| ODEformerρ (subsampling ratio)=0.5, σ (noise level)=0, Zero-shot inference=true2026.02 | 31.1 | |
| FIM-ODEρ (subsampling ratio)=0, σ (noise level)=0, Zero-shot inference=true2026.02 | 29.5 | |
| FIM-ODEρ (subsampling ratio)=0, σ (noise level)=0.05, Zero-shot inference=true2026.02 | 29.5 | |
| FIM-ODEρ (subsampling ratio)=0.5, σ (noise level)=0.05, Zero-shot inference=true2026.02 | 28.7 | |
| ODEformerρ (subsampling ratio)=0, σ (noise level)=0, Zero-shot inference=true2026.02 | 27.9 | |
| ODEformerρ (subsampling ratio)=0, σ (noise level)=0.03, Zero-shot inference=true2026.02 | 27.9 | |
| ODEformerρ (subsampling ratio)=0.5, σ (noise level)=0.05, Zero-shot inference=true2026.02 | 27 | |
| FIM-ODEρ (subsampling ratio)=0.5, σ (noise level)=0, Zero-shot inference=true2026.02 | 27 | |
| FIM-ODEρ (subsampling ratio)=0.5, σ (noise level)=0.03, Zero-shot inference=true2026.02 | 27 | |
| ODEformerρ (subsampling ratio)=0, σ (noise level)=0.05, Zero-shot inference=true2026.02 | 25.4 |