NLP Opinion Mining on Yelp Review (test)
0.418MAEFully-Supervised
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Fully-SupervisedLabeled samples=2500002024.10 | 0.418 | 0.799 | 0.896 | |
| RankUp + RDALabeled samples=2502024.10 | 0.632 | 0.651 | 0.81 | |
| RankUpLabeled samples=2502024.10 | 0.661 | 0.645 | 0.829 | |
| CLSSLabeled samples=2502024.10 | 0.721 | 0.543 | 0.748 | |
| SupervisedLabeled samples=2502024.10 | 0.723 | 0.566 | 0.769 | |
| Π-ModelLabeled samples=2502024.10 | 0.73 | 0.565 | 0.769 | |
| Mean TeacherLabeled samples=2502024.10 | 0.73 | 0.565 | 0.769 | |
| UCVMELabeled samples=2502024.10 | 0.775 | 0.54 | 0.763 | |
| MixMatchLabeled samples=2502024.10 | 0.886 | 0.381 | 0.66 |