Emotion Classification on DAIR-AI Emotion
93.75F1 ScoreCMHL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CMHLSetup=Single2026.03 | 93.75 | — | |
| CMHLParameters=0.125B2026.03 | 93.75 | — | |
| JC(ensemble)Setup=ensemble2026.03 | 93.7 | — | |
| JA(ensemble)Setup=ensemble2026.03 | 93.7 | — | |
| JD(ensemble)Setup=ensemble2026.03 | 93.7 | — | |
| QwenParameters=1.8B2026.03 | 93.2 | — | |
| ROB02Model Type=RoBERTa variant2026.03 | 92.9 | — | |
| ROB01Model Type=RoBERTa variant2026.03 | 92.6 | — | |
| FalconParameters=7.0B2026.03 | 91.47 | — | |
| Phi-2Parameters=2.7B2026.03 | 91.3 | — | |
| Average2026.03 | 90.9 | — | |
| BRT02Model Type=BERT variant2026.03 | 90.1 | — | |
| DIS01Model Type=DistilBERT variant2026.03 | 89.6 | — | |
| BRT01Model Type=BERT variant2026.03 | 89.5 | — | |
| MistralParameters=7.0B2026.03 | 88.02 | — | |
| OpenLLaMAParameters=3.0B2026.03 | 86.13 | — | |
| BRTO1Framework=CJT2025.12 | — | 89.5 | |
| BRTO2Framework=CJT2025.12 | — | 90.1 | |
| credibility-confidence weighted voting ensembleFramework=CJT2025.12 | — | 93.5 | |
| DISO1Framework=CJT2025.12 | — | 89.6 | |
| JAFramework=CJT2025.12 | — | 93.7 | |
| JCFramework=CJT2025.12 | — | 93.7 | |
| JDFramework=CJT2025.12 | — | 93.7 | |
| ROBO1Framework=CJT2025.12 | — | 92.6 | |
| ROBO2Framework=CJT2025.12 | — | 92.9 |