Topic Classification on Amazon (test)
82.23AccuracyGold
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GoldTraining Set=Original training set2023.06 | 82.23 | 81.12 | — | |
| AttrPromptTraining Set=Synthetic data created with AttrPrompt2023.06 | 66.08 | 65.65 | 0.87 | |
| AttrPrompt w/o CAFTraining Set=Synthetic data created with AttrPrompt without CAF2023.06 | 61.67 | 61.57 | 0.82 | |
| LLM Zero-ShotMode=Zero-shot predictor2023.06 | 59.55 | 54.56 | 2.11 | |
| SimPromptTraining Set=Synthetic data created with SimPrompt2023.06 | 57.34 | 56.96 | 0.77 | |
| MetaPromptTraining Set=Synthetic data created with MetaPrompt2023.06 | 56.35 | 55.98 | 0.84 |