Emotion Classification on DepressionEmo
83Micro Precisionqwen3:0.6b
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| qwen3:0.6bfine-tuned=false, zero-shot=true2026.04 | 83 | 33 | 47 | 86 | 26 | 35 | |
| SVMfine-tuned=true2026.04 | 77 | 51 | 61 | 72 | 41 | 47 | |
| BERTfine-tuned=true2026.04 | 76 | 83 | 79 | 72 | 77 | 74 | |
| BARTfine-tuned=true2026.04 | 74 | 86 | 80 | 70 | 81 | 76 | |
| GAN-BERTfine-tuned=true2026.04 | 73 | 77 | 75 | 69 | 72 | 70 | |
| gemma3:27bfine-tuned=false, zero-shot=true2026.04 | 73 | 77 | 75 | 71 | 72 | 70 | |
| XGBoostfine-tuned=true2026.04 | 69 | 63 | 66 | 63 | 56 | 59 | |
| phi4:14bfine-tuned=false, zero-shot=true2026.04 | 68 | 82 | 74 | 67 | 76 | 69 | |
| mistral:7bfine-tuned=false, zero-shot=true2026.04 | 66 | 84 | 74 | 65 | 76 | 68 | |
| llama3.2:3bfine-tuned=false, zero-shot=true2026.04 | 65 | 83 | 73 | 63 | 77 | 67 | |
| qwen3:14bfine-tuned=false, zero-shot=true2026.04 | 64 | 84 | 73 | 65 | 77 | 67 | |
| phi3:minifine-tuned=false, zero-shot=true2026.04 | 63 | 85 | 72 | 64 | 78 | 67 | |
| gemma2:2bfine-tuned=false, zero-shot=true2026.04 | 58 | 87 | 70 | 61 | 84 | 65 | |
| samantha-mistral:7bfine-tuned=false, zero-shot=true2026.04 | 56 | 90 | 69 | 56 | 86 | 65 | |
| LightGBMfine-tuned=true2026.04 | 52 | 86 | 65 | 48 | 80 | 58 |