Text Classification on 20Newsgroups (test)
85F1 ScoreSupervised Naïve Bayes
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Supervised Naïve BayesLearning Paradigm=Supervised2022.10 | 85 | 87.1 | 85.4 | |
| Lbl2VecLearning Paradigm=Unsupervised2022.10 | 75.1 | 75.1 | 75.1 | |
| Fine-Tuning% Tuned=100, Backbone=Longformer-base2023.05 | 72.3 | 71.8 | 71.2 | |
| Prefix-Propagation% Tuned=0.05, Backbone=Longformer-base2023.05 | 71 | 70.1 | 69.7 | |
| Prefix-Tuning% Tuned=0.1, Backbone=Longformer-base2023.05 | 69.7 | 68.9 | 68.4 | |
| ROBERTa PT% Tuned=0.1, Backbone=ROBERTa-base2023.05 | 68.2 | 67.9 | 67 | |
| KE + LSALearning Paradigm=Fully unsupervised2022.10 | 61 | 71.1 | 57.8 |