Stance Detection on SemEval SICI >= 0.70
58.3AccuracyZero-shot
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Zero-shot2026.06 | 58.3 | — | |
| Self-consistency2026.06 | 58.3 | 0 | |
| Wikipedia RAG2026.06 | 57.8 | -0.5 | |
| Target decomposition2026.06 | 55.1 | -3.2 | |
| Dimension routing2026.06 | 52.9 | -5.4 | |
| Self-reflection2026.06 | 50.8 | -7.5 | |
| SICI retrieval2026.06 | 49.2 | -9.1 | |
| Few-shot2026.06 | 47.1 | -11.2 | |
| Multi-agent debate2026.06 | 47.1 | -11.2 | |
| Cultural-camp debate2026.06 | 31 | -27.3 |