Stance Detection on COVID-19 Stance
88.37FM Macro F1SMART-D
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SMART-DBackbone=Gemini, Category=SMART-D (ours)2026.06 | 88.37 | 82.52 | 86.03 | 87.35 | 86.07 | |
| GeminiCategory=Baseline (Single-Model)2026.06 | 88.11 | 79.98 | 84.21 | 76.01 | 82.08 | |
| SMART-DBackbone=Llama, Category=SMART-D (ours)2026.06 | 84.6 | 79.49 | 78.68 | 82.47 | 81.31 | |
| BERT-NSCategory=Supervised baselines (prior work)2026.06 | 83.3 | 82.1 | 78.4 | 75.3 | 79.8 | |
| LlamaCategory=Baseline (Single-Model)2026.06 | 82.67 | 77.14 | 81.08 | 38.23 | 69.78 | |
| BERT-DANCategory=Supervised baselines (prior work)2026.06 | 82.5 | 83.2 | 78.7 | 71.7 | 79 | |
| SMART-DBackbone=Mistral, Category=SMART-D (ours)2026.06 | 81.89 | 76.56 | 75.03 | 70.49 | 75.99 | |
| BERTCategory=Supervised baselines (prior work)2026.06 | 80.3 | 81.8 | 80 | 75.5 | 79.4 | |
| MistralCategory=Baseline (Single-Model)2026.06 | 79.85 | 74.95 | 75.16 | 41.2 | 67.79 |