Research Article
A Distinguishable Pseudo-Feature Synthesis Method for Generalized Zero-Shot Learning
Table 5
Ablation results on DPFS.
| | Method | Mpt | Odi | Pc | AWA2 | aPY | CUB | SUN | | H | H | H | H |
| | PFS | | | | 58.6 | 35.8 | 46.0 | 31.8 | | DPFS-1 | √ | | | 67.2(+8.6) | 44.1(+8.3) | 55.3(+9.3) | 41.1(+9.3) | | DPFS-2 | √ | √ | | 68.1(+9.5) | 44.5(+8.7) | 55.2(+9.2) | 40.8(+9.0) | | DPFS-3 | √ | | √ | 70.1(+11.5) | 50.7(+14.9) | 56.8(+10.8) | 43.5(+11.7) | | DPFS | √ | √ | √ | 71.8(+13.2) | 52.7(+16.9) | 58.5(+12.5) | 46.1(+14.3) |
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