Sentiment Analysis on Movie Review mr original (test)
91.3AccuracyFine-tuning*
Evaluation results
| Method | Links | |
|---|---|---|
| Fine-tuning*Backbone=RoBERTa-large, Setting=Supervised2023.05 | 91.3 | |
| SSTuning-ALBERTBackbone=ALBERT-xxlarge, Labeled=false, Setting=Zero-shot2023.05 | 89.5 | |
| SSTuning-largeBackbone=RoBERTa-large, Labeled=false, Setting=Zero-shot2023.05 | 87.4 | |
| UniMC (Rerun)Backbone=ALBERT-xxlarge, Labeled=true, Setting=Zero-shot2023.05 | 87.3 | |
| SSTuning-baseBackbone=RoBERTa-base, Labeled=false, Setting=Zero-shot2023.05 | 83.8 | |
| TE-MNLIBackbone=RoBERTa-large, Labeled=true, Setting=Zero-shot2023.05 | 82.8 | |
| TE-MNLIBackbone=BART-large, Labeled=true, Setting=Zero-shot2023.05 | 81.4 | |
| Mining-based*Backbone=RoBERTa-large, Labeled=false, Setting=Zero-shot2023.05 | 80.5 | |
| Prompting*Backbone=RoBERTa-large, Setting=Zero-shot2023.05 | 78.3 | |
| TE-WikiBackbone=BERT-base, Setting=Zero-shot2023.05 | 56.2 |