Next-edge prediction on Porto (test)
0.88Cross-Entropy LossPathlet-VAE
Evaluation results
| Method | Links | |
|---|---|---|
| Pathlet-VAE2025.11 | 0.88 | |
| MTnet2025.11 | 0.95 | |
| LSTM-Edge2025.11 | 0.98 | |
| First-order Markov2025.11 | 1.2 | |
| Uniform (outgoing)2025.11 | 1.53 |
| Method | Links | |
|---|---|---|
| Pathlet-VAE2025.11 | 0.88 | |
| MTnet2025.11 | 0.95 | |
| LSTM-Edge2025.11 | 0.98 | |
| First-order Markov2025.11 | 1.2 | |
| Uniform (outgoing)2025.11 | 1.53 |