We explore the range of epsilon by [2.5, 5] and use same ones for the others. The number of labeled data we use is 100.
epsilon | 2 | 2.5 | 3 | 3.5 | 4 | 4.5 | 5 |
---|---|---|---|---|---|---|---|
Test accuracy | 97.35 | 97.18 | 97.45 | 97.21 | 97.36 | 98.34 | 97.84 |
In the paper, the test accuracy is reported as 98.64 (+-0.03). Maybe this is because of rough hyper-parameter tuning or subtle implementation differences. If the implementation or experimental settings are wrong compared to the ones in original paper, please let me know.
- Improve performance.