ZSL_TF-VAEGAN

Reported on 4 benchmarks across 1 task · 1 paper · 4 SOTA

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

Methodology4 results

Zero-Shot LearningonOxford 102 Flower
average top-1 classification accuracy· 2020-03-17
70.8
best: 71.9 (SPOT)
SOTA
Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification arXiv:2003.07833
Zero-Shot LearningonCUB-200-2011
average top-1 classification accuracy· 2020-03-17
64.9
best: 87.5 (ZeroDiff)
SOTA
Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification arXiv:2003.07833
Zero-Shot LearningonAwA2
average top-1 classification accuracy· 2020-03-17
72.2
best: 86.4 (ZeroDiff)
SOTA
Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification arXiv:2003.07833
Zero-Shot LearningonSUN Attribute
average top-1 classification accuracy· 2020-03-17
66
best: 77.3 (ZeroDiff)
SOTA
Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification arXiv:2003.07833