Supplementary material for ICCV submission 667:
Understanding deep features with computer generated imagery
Experiment on ETH-80: detailed quantitative results
This table presents the detailed results per class on the ETH-80 dataset. The effect visible is the same as the one noted in the paper, but the part associated to the style smaller. This can be in part explained by the small number of instances available and their similar styles.
| viewpoint | Style | Residual | ||
|---|---|---|---|---|
| apples | ||||
| pool5 | 19.5% | 30.6% | 49.9% | |
| fc6 | 19.7% | 37.4% | 42.9% | |
| fc7 | 22.2% | 38.2% | 39.6% | |
| cars | ||||
| pool5 | 46.9% | 16.4% | 36.7% | |
| fc6 | 40.9% | 20.4% | 38.7% | |
| fc7 | 39.9% | 22.6% | 37.5% | |
| cows | ||||
| pool5 | 38.5% | 15.6% | 45.9% | |
| fc6 | 30.0% | 23.8% | 46.2% | |
| fc7 | 29.6% | 26.9% | 43.6% | |
| cups | ||||
| pool5 | 41.9% | 22.4% | 35.7% | |
| fc6 | 39.3% | 24.5% | 36.1% | |
| fc7 | 38.8% | 26.2% | 35.0% | |
| dogs | ||||
| pool5 | 35.7% | 17.9% | 46.4% | |
| fc6 | 24.9% | 27.6% | 47.6% | |
| fc7 | 22.6% | 31.8% | 45.5% | |
| horses | ||||
| pool5 | 41.4% | 15.7% | 42.9% | |
| fc6 | 31.4% | 23.6% | 45.0% | |
| fc7 | 29.7% | 27.5% | 42.9% | |
| pears | ||||
| pool5 | 27.9% | 27.2% | 44.9% | |
| fc6 | 24.4% | 33.9% | 41.7% | |
| fc7 | 22.6% | 37.8% | 39.6% | |
| tomatoes | ||||
| pool5 | 31.4% | 26.9% | 41.8% | |
| fc6 | 31.2% | 30.7% | 38.1% | |
| fc7 | 30.6% | 33.3% | 36.1% | |