4D Plant Growth Reconstruction on TrackPlant3D (train)
1.06MaC2 CDGrowFields
Evaluation results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GrowFields2026.07 | 1.06 | 1.81 | 0.4 | 0.92 | 0.39 | 1.08 | 0.15 | 0.8 | 0.18 | 1.67 | 0.14 | 0.79 | 0.3 | 1.33 | 0.37 | 1.2 | — | — | |
| COAP2026.07 | 1.34 | 12.26 | 0.57 | 5.01 | 0.49 | 1.02 | 0.18 | 1.13 | 0.26 | 1.24 | 0.22 | 1.15 | 0.54 | 1.54 | 0.51 | 3.34 | — | — | |
| GrowFields (full)variant=full2026.07 | 2.24 | 2.14 | 0.7 | 1.72 | 0.42 | 0.71 | 0.57 | 5.39 | 0.39 | 1.7 | 0.1 | 0.58 | 0.35 | 1.24 | 0.65 | 1.75 | 0.44 | 0.56 | |
| GrowFields (per-organ MLPs)variant=per-organ MLPs2026.07 | 2.59 | 2.21 | 0.97 | 5.49 | 0.59 | 1.28 | 0.77 | 3.44 | 0.47 | 2.05 | 0.12 | 1.14 | 0.37 | 1.93 | 0.82 | 2.78 | 0.72 | 4.73 | |
| DPF (per-organ)2026.07 | 2.62 | 1.94 | 0.77 | 1.67 | 0.51 | 0.85 | 0.83 | 1.98 | 0.57 | 1.58 | 0.13 | 1.26 | 0.41 | 1.67 | 0.81 | 1.73 | 0.63 | 2.87 | |
| COAP2026.07 | 3.2 | 11.87 | 0.82 | 3.08 | 3.04 | 9.6 | 0.91 | 2.39 | 0.56 | 2.34 | 0.15 | 2.46 | 0.59 | 1.4 | 1.3 | 4.42 | 1.11 | 2.2 |