Aspect Sentiment Triplet Extraction on Czech monolingual
70.74F1 ScoremT5
Evaluation results
| Method | Links | |
|---|---|---|
| mT5Type=Fine-tuning2026.02 | 70.74 | |
| Aya 23 8BType=Fine-tuning2026.02 | 69.87 | |
| Orca 2 13BType=Fine-tuning2026.02 | 67.13 | |
| LLaMA 3.1 8BType=Fine-tuning2026.02 | 66.7 | |
| Gemma 3 12BType=Fine-tuning2026.02 | 65.23 | |
| Gemma 3 4BType=Fine-tuning2026.02 | 58.18 | |
| GPT-4o miniType=Zero-shot2026.02 | 56.43 | |
| LLaMA 3.3 70BType=Few-shot2026.02 | 55.02 | |
| GPT-4o miniType=Few-shot2026.02 | 54.76 | |
| Gemma 3 12BType=Few-shot2026.02 | 54.49 | |
| Gemma 3 27BType=Zero-shot2026.02 | 53.27 | |
| Gemma 3 27BType=Few-shot2026.02 | 53.27 | |
| Gemma 3 12BType=Zero-shot2026.02 | 51.64 | |
| LLaMA 3.3 70BType=Zero-shot2026.02 | 50.21 | |
| LLaMA 3.1 70BType=Few-shot2026.02 | 48.23 | |
| Gemma 3 4BType=Few-shot2026.02 | 46.72 | |
| LLaMA 3.1 70BType=Zero-shot2026.02 | 45.94 | |
| Aya 23 35BType=Few-shot2026.02 | 42.79 | |
| Orca 2 13BType=Few-shot2026.02 | 40.56 | |
| Aya 23 35BType=Zero-shot2026.02 | 37.34 | |
| Aya 23 8BType=Few-shot2026.02 | 35.73 | |
| Gemma 3 4BType=Zero-shot2026.02 | 30.87 | |
| LLaMA 3.1 8BType=Zero-shot2026.02 | 29.89 | |
| LLaMA 3.1 8BType=Few-shot2026.02 | 29.8 | |
| Aya 23 8BType=Zero-shot2026.02 | 25.59 | |
| Orca 2 13BType=Zero-shot2026.02 | 15.24 |