Clustering on Shapes
93.7AccuracyNeuralFLoC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NeuralFLoC2026.02 | 93.7 | 0.651 | |
| SrvfRegNet + K-Graph2026.02 | 91.8 | 0.632 | |
| NeuralFLoC (N-ODE → SrvfRegNet)warper=discrete SrvfRegNet2026.02 | 90.8 | 0.599 | |
| NeuralFLoC w/o Regregistration=none2026.02 | 88.4 | 0.471 | |
| SrvfRegNet + RandomNet2026.02 | 72.3 | 0.182 | |
| SrvfRegNet + FPCA2026.02 | 72.2 | 0.18 | |
| SrvfRegNet + BSpline2026.02 | 69.7 | 0.201 | |
| SrvfRegNet + FAE2026.02 | 52.1 | 0 |