Fine-grained classification on Augmented balanced dataset (test)
45.95Macro F1 ScoreBERT Large Uncased
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BERT Large Uncased2026.02 | 45.95 | 56.65 | |
| BERT Base Uncased2026.02 | 44.87 | 53.76 | |
| Multi-Layer Perceptron2026.02 | 44.7 | 50.41 | |
| Support Vector Machines (SVM)2026.02 | 41.17 | 45.53 | |
| Naive Bayes2026.02 | 40.43 | 46.34 | |
| RoBERTa Base2026.02 | 40.37 | 44.51 | |
| Logistic Regression2026.02 | 40.29 | 44.72 | |
| Random Forest2026.02 | 36.97 | 45.53 | |
| k-Nearest Neighbors2026.02 | 35.5 | 41.46 | |
| Decision Trees2026.02 | 32.99 | 40.65 | |
| Perceptron2026.02 | 32.94 | 38.21 |