Multilingual Name Classification (Random test)
92.9AccuracyXLM-RoBERTa
Evaluation results
| Method | Links | ||
|---|---|---|---|
| XLM-RoBERTaSize (MB)=1,067.5, Speed (samples/s)=60.72026.01 | 92.9 | 67.1 | |
| CNN-6Size (MB)=297.1, Speed (samples/s)=3,252.22026.01 | 92.3 | 68.6 | |
| Onomas-CNN XSize (MB)=338.2, Speed (samples/s)=2,813.32026.01 | 92.1 | 68.7 | |
| CNN-9Size (MB)=296.8, Speed (samples/s)=5,033.32026.01 | 90.6 | 65.2 | |
| CNN-5Size (MB)=228.8, Speed (samples/s)=6,222.02026.01 | 90.3 | 65.1 | |
| FastTextSize (MB)=5,565.6, Speed (samples/s)=508.22026.01 | 81 | 33.3 |