Argument presence detection on MADON (test)
87.1Macro PrecisionLlama 3.1 8B Base
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Llama 3.1 8B BasePre-training=Base, Fine-tuning protocol=Full fine-tuning2025.12 | 87.1 | 75.2 | 79.5 | |
| ModernBERT LargePre-training=Base, Fine-tuning protocol=Full fine-tuning2025.12 | 86.2 | 79.8 | 82.5 | |
| ModernBERT-large-Czech-LegalPre-training=Continued Pre-training (Czech-Legal), Fine-tuning protocol=Full fine-tuning2025.12 | 86 | 80.1 | 82.6 | |
| Llama-3.1-8B-Czech-LegalPre-training=Continued Pre-training (Czech-Legal), Fine-tuning protocol=Full fine-tuning2025.12 | 85.8 | 65.9 | 70.7 | |
| Llama-3.1-8B-Czech-Legal + PEFTPre-training=Continued Pre-training (Czech-Legal), Fine-tuning protocol=PEFT/LoRA2025.12 | 53.7 | 55.7 | 51.3 | |
| Llama 3.1 8B Base + PEFTPre-training=Base, Fine-tuning protocol=PEFT/LoRA2025.12 | 53 | 55.1 | 49.7 | |
| Random baseline2025.12 | 50.3 | 50.7 | 42 | |
| Majority baseline2025.12 | 43.6 | 50 | 46.6 |