Cycle-WGAN

Reported on 3 benchmarks across 1 task · 1 paper · 1 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology3 results

Zero-Shot LearningonCUB-200-2011
average top-1 classification accuracy· 2018-08-01
58.6
best: 87.5 (ZeroDiff)
SOTA
Multi-modal Cycle-consistent Generalized Zero-Shot Learning arXiv:1808.00136
Zero-Shot LearningonSUN Attribute
average top-1 classification accuracy· 2018-08-01
59.9
best: 77.3 (ZeroDiff)
Multi-modal Cycle-consistent Generalized Zero-Shot Learning arXiv:1808.00136
Zero-Shot LearningonSUN Attribute
Harmonic mean· 2018-08-01
39.4
best: 59.8 (ZeroDiff)
Multi-modal Cycle-consistent Generalized Zero-Shot Learning arXiv:1808.00136