Emotion Classification on Emotion
3.27Delta 1 (Emotion)Llama3-8B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Llama3-8Bscenario=updated dataset (ours)2025.11 | 3.27 | 1.33 | |
| Yi1.5-6Bscenario=updated dataset (ours)2025.11 | 3.5 | 0.84 | |
| Ministral-8Bscenario=updated dataset (ours)2025.11 | 4.41 | 0.15 | |
| Yi1.5-9Bscenario=updated dataset (ours)2025.11 | 4.5 | 0.51 | |
| Qwen2.5-14Bscenario=updated dataset (ours)2025.11 | 4.57 | 0.99 | |
| Qwen2.5-7Bscenario=updated dataset (ours)2025.11 | 4.72 | 0.61 | |
| Yi1.5-6Bscenario=semantic dataset2025.11 | 4.76 | 0.6 | |
| Llama3-8Bscenario=semantic dataset2025.11 | 4.86 | 1.34 | |
| Qwen2.5-7Bscenario=semantic dataset2025.11 | 4.93 | 1.06 | |
| Qwen2.5-14Bscenario=semantic dataset2025.11 | 5.79 | 1.46 | |
| Yi1.5-9Bscenario=semantic dataset2025.11 | 6.17 | 1.94 | |
| Qwen2.5-7Bscenario=original dataset2025.11 | 6.65 | 3.44 | |
| Ministral-8Bscenario=semantic dataset2025.11 | 6.77 | 1.58 | |
| Llama2-13Bscenario=updated dataset (ours)2025.11 | 7.41 | 0.57 | |
| Mistral-12Bscenario=updated dataset (ours)2025.11 | 7.64 | 1.54 | |
| Llama2-13Bscenario=semantic dataset2025.11 | 7.69 | 1.6 | |
| Llama3-8Bscenario=original dataset2025.11 | 9.37 | 4.47 | |
| Mistral-12Bscenario=semantic dataset2025.11 | 10.83 | 1.44 | |
| Yi1.5-6Bscenario=original dataset2025.11 | 11.42 | 4.65 | |
| Qwen2.5-14Bscenario=original dataset2025.11 | 11.53 | 5.71 | |
| Llama2-13Bscenario=original dataset2025.11 | 11.83 | 4.55 | |
| Ministral-8Bscenario=original dataset2025.11 | 12.65 | 6.85 | |
| Yi1.5-9Bscenario=original dataset2025.11 | 15.03 | 9.04 | |
| Mistral-12Bscenario=original dataset2025.11 | 17.41 | 7.59 |