Next-edge prediction on ShenZhen (test)
0.81Cross-Entropy LossPathlet-VAE
Evaluation results
| Method | Links | |
|---|---|---|
| Pathlet-VAE2025.11 | 0.81 | |
| MTnet2025.11 | 0.9 | |
| LSTM-Edge2025.11 | 0.94 | |
| First-order Markov2025.11 | 1.11 | |
| Uniform (outgoing)2025.11 | 1.51 |
| Method | Links | |
|---|---|---|
| Pathlet-VAE2025.11 | 0.81 | |
| MTnet2025.11 | 0.9 | |
| LSTM-Edge2025.11 | 0.94 | |
| First-order Markov2025.11 | 1.11 | |
| Uniform (outgoing)2025.11 | 1.51 |