Table 2 Euclidean distances in morphometric spaces for open and closed Iberian pottery shapes.
From: Reconstruction of Iberian ceramic potteries using generative adversarial networks
Model | Known rim (dr) | Generated base (dg) | Known base (dr) | Generated rim (dg) |
---|---|---|---|---|
Closed shapes | ||||
AE-GAN | 0.0620 ± 0.0288 | 0.0191 ± 0.0083 | 0.1407 ± 0.0859 | 0.0219 ± 0.0090 |
AE-GAN-MP | 0.0900 ± 0.0398 | 0.0250 ± 0.0141 | 0.1197 ± 0.0771 | 0.0289 ± 0.0101 |
AE-GAN-MP+MSE | 0.0756 ± 0.0263 | 0.0218 ± 0.0138 | 0.1701 ± 0.1183 | 0.0213 ± 0.0123 |
AE-GAN-RL | 0.0813 ± 0.0284 | 0.0181 ± 0.0094 | 0.1507 ± 0.1024 | 0.0235 ± 0.0126 |
IberianGAN | 0.0006 ± 0.0023 | 0.0206 ± 0.0110 | 0.0001 ± 0.0009 | 0.0265 ± 0.0088 |
Open shapes | ||||
AE-GAN | 0.0356 ± 0.0261 | 0.0360 ± 0.0184 | 0.1728 ± 0.0907 | 0.0127 ± 0.0069 |
AE-GAN-MP | 0.0337 ± 0.0275 | 0.0364 ± 0.0204 | 0.1670 ± 0.1176 | 0.0147 ± 0.0096 |
AE-GAN-MP + MSE | 0.0222 ± 0.0186 | 0.0363 ± 0.0200 | 0.2080 ± 0.1317 | 0.0126 ± 0.0072 |
AE-GAN-LR | 0.0472 ± 0.0346 | 0.0474 ± 0.0285 | 0.1536 ± 0.1111 | 0.0140 ± 0.0079 |
IberianGAN | 0.0005 ± 0.001 | 0.0418 ± 0.0286 | 0.0002 ± 0.0008 | 0.0204 ± 0.0215 |