Dyngen
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Discrete Branching Dynamics Reconstruction | Dyngen t=4 | W1 Distance0.121 | 15 | |
| Discrete Branching Dynamics Reconstruction | Dyngen t=3 | W1 Distance0.18 | 15 | |
| Discrete Branching Dynamics Reconstruction | Dyngen t=2 | W1 Distance0.093 | 15 | |
| Discrete Branching Dynamics Reconstruction | Dyngen t=1 | W1 Distance0.109 | 15 | |
| Trajectory Reconstruction | Dyngen 5D | W10.131 | 12 | |
| Trajectory Inference | Dyngen t=4 | W10.121 | 11 | |
| Trajectory Inference | Dyngen t=3 | W10.202 | 11 | |
| Trajectory Inference | Dyngen (t=2) | W10.098 | 11 | |
| Trajectory Inference | Dyngen t=1 | W1 Score0.11 | 11 | |
| Dynamic Unbalanced Optimal Transport | DYNGEN 5D | W10.135 | 8 | |
| Inference Time Comparison | DYNGEN | Speedup (RK)125 | 1 |
Showing 11 of 11 rows