Table 3 Difference in modelled Building heights relative to Pleiades-derived heights.
From: Narrowing the gap for city building height predictions
City | Model | Median | Mean | Standard deviation | MAE | NMAD |
|---|---|---|---|---|---|---|
Nairobi | Open Buildings Temporal | − 2.18 | − 2.10 | 2.95 | 1.91 | 2.02 |
Pix2Pix (E) | − 0.77 | − 1.24 | 5.41 | 3.25 | 2.86 | |
He et al.38 | − 0.49 | 0.07 | 5.92 | 3.77 | 3.64 | |
Quito | Open Buildings Temporal | − 2.09 | − 2.26 | 2.81 | 1.92 | 2.09 |
Pix2Pix (E) | 0.59 | 0.66 | 3.79 | 2.53 | 2.61 | |
He et al.38 | − 1.78 | − 2.28 | 5.21 | 3.58 | 3.75 | |
Kathmandu | Open Buildings Temporal | − 0.73 | − 0.54 | 2.66 | 2.03 | 2.40 |
Pix2Pix (E) | − 1.23 | − 1.26 | 4.22 | 3.09 | 3.47 | |
He et al.38 | 1.07 | 0.64 | 4.54 | 3.38 | 3.88 |
