Single-cell trajectory inference on EB (Embryoid Body) single-cell 5D (Full-data)
0.44W1 Distance (t=1)Stitching
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| StitchingPotential=Time-varying, Formulation=V^θ(x, t)2026.07 | 0.44 | 0.56 | 0.57 | 0.6 | 0.54 | |
| StitchingPotential=Static, Formulation=V^θ(x)2026.07 | 0.46 | 0.6 | 0.6 | 0.65 | 0.58 | |
| iJKOnetPotential=Time-varying, Subscript=t,V2026.07 | 0.51 | 0.58 | 0.57 | 0.64 | 0.58 | |
| SB-FBSDE2026.07 | 0.56 | 0.8 | 1 | 1 | 0.84 | |
| WLF-SB2026.07 | 0.63 | 0.79 | 0.77 | 0.74 | 0.73 | |
| WLF-OT2026.07 | 0.65 | 0.78 | 0.76 | 0.75 | 0.74 | |
| NLSB2026.07 | 0.68 | 0.84 | 0.81 | 0.79 | 0.78 | |
| Neural SDE2026.07 | 0.69 | 0.91 | 0.85 | 0.81 | 0.82 | |
| JKOnet*Potential=Time-varying, Subscript=t,V2026.07 | 0.69 | 0.77 | 0.69 | 0.78 | 0.73 | |
| TrajectoryNet2026.07 | 0.73 | 1.06 | 0.9 | 1.01 | 0.93 | |
| OT-CFM2026.07 | 0.78 | 0.76 | 0.77 | 0.75 | 0.77 | |
| iJKOnetVPotential=Static2026.07 | 0.92 | 1.11 | 0.95 | 1.21 | 1.05 | |
| JKOnet*Potential=Static2026.07 | 0.99 | 1.11 | 1.06 | 1.3 | 1.12 | |
| JKOnet2026.07 | 1.53 | 1.27 | 1.13 | 1.41 | 1.34 |