| generalized-zero-shot-learning-on-cub-200-2011 | SPOT (DAA) | – | Harmonic mean: 67.0 |
| generalized-zero-shot-learning-on-sun-attribute | SPOT (CMC-GAN) | – | Harmonic mean: 46.4 |
| zero-shot-action-recognition-on-hmdb51 | SPOT | – | Top-1 Accuracy: 35.9 |
| zero-shot-action-recognition-on-olympics | SPOT | – | Top-1 Accuracy: 68.7 |
| zero-shot-action-recognition-on-ucf101 | SPOT | – | Top-1 Accuracy: 40.9 |
| zero-shot-learning-on-cub-200-2011 | SPOT | – | average top-1 classification accuracy: 62.9 |
| zero-shot-learning-on-sun-attribute | SPOT (VAEGAN) | – | average top-1 classification accuracy: 66.04 |