Spatial Density Generation on NYC Uber pickups Manhattan road metric graph 2014 (test)
10.048Graph W1Node interpolation
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Node interpolation2026.06 | 10.048 | 8.029 | 1.717 | 2.598 | |
| Ambient pushforward2026.06 | 7.273 | 4.738 | 1.398 | 1.954 | |
| Neural Euclideanvariant=Log2026.06 | 2.134 | 1.167 | 0.538 | 0.706 | |
| Neural Euclideanvariant=Gromov2026.06 | 0.662 | 0.808 | 0.345 | 0.385 | |
| Eval. noise floor2026.06 | 0.542 | 0.72 | 0.257 | 0.263 |