Research Article
A Distinguishable Pseudo-Feature Synthesis Method for Generalized Zero-Shot Learning
Table 1
Statistics of the four benchmark datasets.
| Dataset | Number of classes | Attribute | Number of samples | Seen | Unseen | Total | Training | Seen testing | Unseen testing | Total |
| AWA2 | 40 | 10 | 50 | 85 | 23527 | 5882 | 7913 | 37322 | APY | 20 | 12 | 32 | 64 | 5932 | 1483 | 7924 | 15339 | CUB | 150 | 50 | 200 | 312 | 7057 | 1764 | 2967 | 11788 | SUN | 645 | 72 | 717 | 102 | 10320 | 2580 | 1440 | 14340 |
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