Stance Detection on delta-Stance
50.1Macro-F1 (Avg)Llama3.1-70B
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Llama3.1-70BPost-Training Stage=DPO, Parameters=70B, Training Methodology=KG-assisted Post-Training2026.01 | 50.1 | 56.5 | 43.6 | |
| Llama3.1-70BPost-Training Stage=SFT, Parameters=70B, Training Methodology=KG-assisted Post-Training2026.01 | 49.7 | 56.1 | 43.2 | |
| Llama3.1-70BPost-Training Stage=OOB, Parameters=70B2026.01 | 48.8 | 55.1 | 42.6 | |
| Qwen3-30BPost-Training Stage=OOB, Parameters=30B2026.01 | 45.5 | 52.7 | 38.3 | |
| Qwen3-30BPost-Training Stage=SFT, Parameters=30B, Training Methodology=KG-assisted Post-Training2026.01 | 44.3 | 51.2 | 37.3 | |
| SaulLMParameters=141B2026.01 | 43.8 | 48.8 | 38.8 | |
| Qwen3-30BPost-Training Stage=DPO, Parameters=30B, Training Methodology=KG-assisted Post-Training2026.01 | 43.7 | 50.7 | 36.8 | |
| Nemotron1.5-49BPost-Training Stage=DPO, Parameters=49B, Training Methodology=KG-assisted Post-Training2026.01 | 40.9 | 46.5 | 35.3 | |
| Nemotron1.5-49BPost-Training Stage=SFT, Parameters=49B, Training Methodology=KG-assisted Post-Training2026.01 | 38.7 | 44 | 33.4 | |
| Nemotron1.5-49BPost-Training Stage=OOB, Parameters=49B2026.01 | 33.9 | 38.8 | 29.1 |