Sentiment Analysis on SST5 (Accuracy, Standard Deviation)
50.42Accuracy (%)Few-shot
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Few-shotModel=Qwen3-8B, Training Size=1002026.02 | 50.42 | 0.31 | |
| ROASTModel=Qwen3-8B, Training Size=1000, Aggregation=group2026.02 | 48.17 | 0.15 | |
| ROASTModel=Gemma3-1B, Training Size=100, Aggregation=group2026.02 | 43.5 | 0.06 | |
| Few-shotModel=Qwen3-0.6B, Training Size=1002026.02 | 30.07 | 1.63 | |
| ROASTModel=Qwen3-0.6B, Training Size=100, Aggregation=group2026.02 | 29.89 | 0.58 | |
| BaselineModel=Qwen3-0.6B2026.02 | 25.65 | 0.3 |