Exploring Data Efficiency in Zero-Shot Learning with Diffusion Models

Benchmark Model Rank Results
generalized-zero-shot-learning-on-awa2ZeroDiffHarmonic mean: 79.5
generalized-zero-shot-learning-on-cub-200ZeroDiffHarmonic mean: 81.6
generalized-zero-shot-learning-on-sunZeroDiffHarmonic mean: 59.8
zero-shot-learning-on-awa2ZeroDiffaverage top-1 classification accuracy: 86.4
zero-shot-learning-on-cub-200-2011ZeroDiffaverage top-1 classification accuracy: 87.5
zero-shot-learning-on-sun-attributeZeroDiffaverage top-1 classification accuracy: 77.3