| Model,Micro-F1,Delta vs Ours | |
| SVM (TF-IDF),0.39,+0.3001 | |
| CNN (10 epochs),0.25,+0.4401 | |
| BERT (fine-tuned),0.51,+0.1801 | |
| LLaMA 3.2-1B (fine-tuned),0.54,+0.1501 | |
| DepScreen DistilBERT (ours),0.6901,— | |
| Model,Micro-F1,Delta vs Ours | |
| SVM (TF-IDF),0.39,+0.3001 | |
| CNN (10 epochs),0.25,+0.4401 | |
| BERT (fine-tuned),0.51,+0.1801 | |
| LLaMA 3.2-1B (fine-tuned),0.54,+0.1501 | |
| DepScreen DistilBERT (ours),0.6901,— | |