Ad detection on Ad detection New LLMs 1.0
99.5PrecisionMBERT_T
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MBERT_TPrompt=Old Prompts2026.03 | 99.5 | 99.8 | 99.6 | |
| MBERT_TPrompt=Overt-Emotional2026.03 | 99.5 | 99.9 | 99.7 | |
| MBERT_TPrompt=Overt-Rational2026.03 | 99.5 | 99.7 | 99.6 | |
| MBERT_TPrompt=Covert-Emotional2026.03 | 99.5 | 98.8 | 99.2 | |
| MBERT_TPrompt=Covert-Rational2026.03 | 99.5 | 98.9 | 99.2 | |
| MPNET_SPrompt=Old Prompts2026.03 | 99.2 | 89.7 | 94.2 | |
| MPNET_SPrompt=Overt-Emotional2026.03 | 99.2 | 94.9 | 97 | |
| MPNET_SPrompt=Overt-Rational2026.03 | 99.1 | 80.9 | 89.1 | |
| MPNET_SPrompt=Covert-Emotional2026.03 | 99 | 74.3 | 84.9 | |
| MPNET_SPrompt=Covert-Rational2026.03 | 98.8 | 59.2 | 74.1 | |
| BERT_TPrompt=Old Prompts2026.03 | 98.7 | 97.9 | 98.3 | |
| BERT_TPrompt=Overt-Emotional2026.03 | 98.7 | 99.1 | 98.9 | |
| BERT_TPrompt=Overt-Rational2026.03 | 98.7 | 97.3 | 98 | |
| BERT_TPrompt=Covert-Emotional2026.03 | 98.6 | 92.6 | 95.5 | |
| BERT_TPrompt=Covert-Rational2026.03 | 98.6 | 90.5 | 94.4 | |
| MiniLM_SPrompt=Overt-Emotional2026.03 | 97.6 | 93.2 | 95.4 | |
| MiniLM_SPrompt=Old Prompts2026.03 | 97.5 | 87.1 | 92 | |
| MiniLM_SPrompt=Overt-Rational2026.03 | 97.3 | 80.5 | 88.1 | |
| MiniLM_SPrompt=Covert-Emotional2026.03 | 96.9 | 71.2 | 82.1 | |
| MiniLM_SPrompt=Covert-Rational2026.03 | 96.5 | 62.7 | 76 | |
| MBERT_SPrompt=Overt-Emotional2026.03 | 96.5 | 99.2 | 97.8 | |
| MBERT_SPrompt=Old Prompts2026.03 | 96.4 | 96.2 | 96.3 | |
| MBERT_SPrompt=Overt-Rational2026.03 | 96.3 | 94.2 | 95.2 | |
| MBERT_SPrompt=Covert-Emotional2026.03 | 96.1 | 90.2 | 93.1 | |
| MBERT_SPrompt=Covert-Rational2026.03 | 95.7 | 80.8 | 87.6 |