Table 1.
Evaluation for the usage of prior knowledge
| Method | Validation | Test | ||
|---|---|---|---|---|
| Top 1 (%) | Top 5 (%) | Top 1 (%) | Top 5 (%) | |
| Random initialization | 4.6 | 12.3 | 4.7 | 14.0 |
| Pre-training | 45.6 | 76.9 | 58.0 | 86.1 |
| Fine-tuning | 91.8 | 100.0 | 95.3 | 100.0 |
Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.