EMT
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Discrete Branching Dynamics Reconstruction | 10D EMT reduced (t=3) | W1 Distance0.2309 | 12 | |
| Discrete Branching Dynamics Reconstruction | EMT 10D reduced (t=2) | W1 Distance0.2159 | 12 | |
| Discrete Branching Dynamics Reconstruction | EMT 10D reduced (t=1) | W1 Score0.1831 | 12 | |
| Trajectory interpolation | EMT 10D (held-out time points) | Mean W10.298 | 12 | |
| Cell state distribution prediction | EMT 10D (held-out) | Mean W1 Score0.36 | 8 | |
| Inference Time Comparison | EMT | Speedup (vs WFR-FM RK)78 | 1 |
Showing 6 of 6 rows