Sentiment Analysis on CHIPSAL Subtask B 2026 (test)
55.18F1 MacroSoft Voting
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Soft VotingStrategy=Ensemble2026.06 | 55.18 | 56.39 | 56.59 | 54.52 | |
| RoBERTa-HindiStrategy=Standalone Base Learner2026.06 | 47.64 | 57.89 | 64.81 | 49.18 | |
| Hard VotingStrategy=Ensemble2026.06 | 46.22 | 48.87 | 50.82 | 46.35 | |
| XLM-RoBERTa-BaseStrategy=Standalone Base Learner2026.06 | 44.84 | 45.11 | 44.84 | 46.23 | |
| DistilBERT-Base-NepaliStrategy=Standalone Base Learner2026.06 | 43.41 | 45.86 | 43.41 | 43.52 | |
| Twitter-XLM-RoBERTa-BaseStrategy=Standalone Base Learner2026.06 | 41.1 | 42.86 | 44.56 | 43.33 | |
| Sakonii/distilgpt2-nepaliStrategy=Standalone Base Learner2026.06 | 41.08 | 44.36 | 42.22 | 40.77 | |
| NepaliBERTStrategy=Standalone Base Learner2026.06 | 39.45 | 39.85 | 39.55 | 40.83 |