Ad detection on Ad detection dataset Old LLMs 1.0
99.5PrecisionMBERT_T
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MBERT_TPrompt=Old Prompts2026.03 | 99.5 | 99.8 | 99.7 | |
| MBERT_TPrompt=Overt-Emotional2026.03 | 99.5 | 100 | 99.7 | |
| MBERT_TPrompt=Overt-Rational2026.03 | 99.5 | 99.8 | 99.7 | |
| MBERT_TPrompt=Covert-Emotional2026.03 | 99.5 | 99.6 | 99.5 | |
| MBERT_TPrompt=Covert-Rational2026.03 | 99.5 | 99.5 | 99.5 | |
| MPNET_SPrompt=Old Prompts2026.03 | 99.2 | 92.6 | 95.8 | |
| MPNET_SPrompt=Overt-Emotional2026.03 | 99.2 | 96.2 | 97.7 | |
| MPNET_SPrompt=Overt-Rational2026.03 | 99.1 | 84.7 | 91.4 | |
| MPNET_SPrompt=Covert-Emotional2026.03 | 99.1 | 78 | 87.3 | |
| MPNET_SPrompt=Covert-Rational2026.03 | 98.9 | 65.1 | 78.5 | |
| BERT_TPrompt=Old Prompts2026.03 | 98.7 | 98.3 | 98.5 | |
| BERT_TPrompt=Overt-Emotional2026.03 | 98.7 | 99.2 | 98.9 | |
| BERT_TPrompt=Overt-Rational2026.03 | 98.7 | 98.1 | 98.4 | |
| BERT_TPrompt=Covert-Emotional2026.03 | 98.6 | 95.1 | 96.8 | |
| BERT_TPrompt=Covert-Rational2026.03 | 98.6 | 94.3 | 96.4 | |
| MiniLM_SPrompt=Overt-Emotional2026.03 | 97.7 | 95.9 | 96.8 | |
| MiniLM_SPrompt=Old Prompts2026.03 | 97.6 | 93.8 | 95.7 | |
| MiniLM_SPrompt=Overt-Rational2026.03 | 97.5 | 86.8 | 91.8 | |
| MiniLM_SPrompt=Covert-Emotional2026.03 | 97.3 | 79.9 | 87.7 | |
| MiniLM_SPrompt=Covert-Rational2026.03 | 96.9 | 70.9 | 81.9 | |
| MBERT_SPrompt=Overt-Emotional2026.03 | 96.5 | 98.8 | 97.7 | |
| MBERT_SPrompt=Old Prompts2026.03 | 96.4 | 97.7 | 97.1 | |
| MBERT_SPrompt=Overt-Rational2026.03 | 96.3 | 94.6 | 95.5 | |
| MBERT_SPrompt=Covert-Emotional2026.03 | 96.2 | 92.5 | 94.4 | |
| MBERT_SPrompt=Covert-Rational2026.03 | 96 | 85.5 | 90.4 |