| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ODEBench v1 (test) | FIM-ODE | Success Rate (R² > 0.9)84.4 | 12 | 1mo ago | |
| Stanford Drone Dataset 8 (DeathCircle) | GM3 | ADE44.27 | 6 | 1mo ago | |
| 1-dimensional dynamic Burgers' equation Sparse Obs. (test) | ProFlow | RE1.33 | 5 | 1mo ago | |
| Burgers' Equation (Boundary Condition) | ProFlow | Reconstruction Error (RE)0.32 | 5 | 1mo ago | |
| MagicData (E) | TrajLoom-VAE | VEPE1.72 | 4 | 24d ago | |
| Kubric | TrajLoom-VAE | VEPE0.75 | 4 | 24d ago | |
| RoboTAP | TrajLoom-VAE | VEPE1.59 | 4 | 24d ago | |
| Kinetics | TrajLoom-VAE | VEPE1.99 | 4 | 24d ago | |
| SERGIO Trifurcation (test) | MIOFlow | Trajectory Reconstruction Error0.243 | 4 | 24d ago | |
| SERGIO S-shaped (test) | MIOFlow | Trajectory Reconstruction Error0.082 | 4 | 24d ago | |
| Burgers' Equation (Initial Condition) | D-Flow | RE1.4 | 4 | 1mo ago | |
| Liver | scPILOT | Jaccard Index1 | 3 | 1mo ago | |
| Dog (50%) | Baseline | MSE0.015 | 2 | 1mo ago | |
| Drone (100%) | Baseline | MSE0.018 | 2 | 1mo ago |
