Persuasive Technique Classification on INDI-PROP Farmer's Protest
84.7Micro PrecisionTPTC – GPT-4o-mini
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| TPTC – GPT-4o-miniFramework=TPTC, Backbone=GPT-4o-mini2025.12 | 84.7 | 84.7 | 84.7 | 81.4 | 88.7 | 83.4 | 82 | 91 | 85.3 | |
| BERTBackbone=BERT2025.12 | 71.9 | 45.5 | 55.7 | 15.6 | 13 | 13.6 | 52.2 | 45.5 | 47.6 | |
| RoBERTaBackbone=RoBERTa2025.12 | 68.7 | 50.9 | 58.5 | 15.6 | 16.7 | 15.7 | 49.5 | 50.9 | 49.6 | |
| DeBERTaBackbone=DeBERTa2025.12 | 67.4 | 42.3 | 52 | 20.1 | 12.8 | 12.5 | 56.8 | 42.3 | 43.9 | |
| DistillBERTBackbone=DistillBERT2025.12 | 66.9 | 40.5 | 50.4 | 13.4 | 11.9 | 12.4 | 49.1 | 40.5 | 43.9 | |
| TPTC – GemmaFramework=TPTC, Backbone=Gemma2025.12 | 60 | 41.8 | 49.3 | 29.4 | 19.1 | 20.8 | 51.3 | 41.8 | 42.1 | |
| TPTC – MistralFramework=TPTC, Backbone=Mistral2025.12 | 18.8 | 25.2 | 21.5 | 20.2 | 25.6 | 17.1 | 48.7 | 25.2 | 26.6 | |
| GPT-4o-miniEvaluation Protocol=Zero-Shot, Backbone=GPT-4o-mini2025.12 | 9.8 | 39.8 | 15.7 | 14.7 | 34.2 | 10.6 | 29.3 | 39.8 | 15.9 | |
| GPT-4o-miniEvaluation Protocol=Few-Shot, Backbone=GPT-4o-mini2025.12 | 9 | 34.5 | 14.3 | 73.9 | 30 | 8.4 | 12.9 | 34.5 | 13.4 |