Inference Time on PASCAL-5^i (test)
0.19Inference Time (s)Ours-32s
Evaluation Results
| Method | Links | |
|---|---|---|
| Ours-32sShots=1-shot, Hardware=4GHz Intel Core-i7 CPU, 32GB RAM, Titan X GPU2017.09 | 0.19 | |
| Ours-32sShots=5-shot, Hardware=4GHz Intel Core-i7 CPU, 32GB RAM, Titan X GPU2017.09 | 0.21 | |
| Logistic RegShots=1-shot, Hardware=4GHz Intel Core-i7 CPU, 32GB RAM, Titan X GPU2017.09 | 0.66 | |
| 1-NNShots=1-shot, Hardware=4GHz Intel Core-i7 CPU, 32GB RAM, Titan X GPU2017.09 | 1.1 | |
| Logistic RegShots=5-shot, Hardware=4GHz Intel Core-i7 CPU, 32GB RAM, Titan X GPU2017.09 | 3.5 | |
| 1-NNShots=5-shot, Hardware=4GHz Intel Core-i7 CPU, 32GB RAM, Titan X GPU2017.09 | 4.55 | |
| FinetuneShots=1-shot, Hardware=4GHz Intel Core-i7 CPU, 32GB RAM, Titan X GPU2017.09 | 5.56 | |
| SiameseShots=1-shot, Hardware=4GHz Intel Core-i7 CPU, 32GB RAM, Titan X GPU2017.09 | 5.65 |