Topic Classification on 20 Newsgroups (20n) original (test)
75.3AccuracyFine-tuning*
Evaluation results
| Method | Links | |
|---|---|---|
| Fine-tuning*Backbone=RoBERTa-large, Setting=Supervised2023.05 | 75.3 | |
| SSTuning-ALBERTBackbone=ALBERT-xxlarge, Labeled=false, Setting=Zero-shot2023.05 | 62 | |
| SSTuning-largeBackbone=RoBERTa-large, Labeled=false, Setting=Zero-shot2023.05 | 56.7 | |
| TE-WikiBackbone=BERT-base, Setting=Zero-shot2023.05 | 53.9 | |
| SSTuning-baseBackbone=RoBERTa-base, Labeled=false, Setting=Zero-shot2023.05 | 47.2 | |
| UniMC (Rerun)Backbone=ALBERT-xxlarge, Labeled=true, Setting=Zero-shot2023.05 | 43.7 | |
| TE-MNLIBackbone=RoBERTa-large, Labeled=true, Setting=Zero-shot2023.05 | 40.2 | |
| TE-MNLIBackbone=BART-large, Labeled=true, Setting=Zero-shot2023.05 | 35.4 |