Hate Speech Detection on HateXplain
57F1-macroiPOE-h
Evaluation Results
| Method | Links | |
|---|---|---|
| iPOE-hModel=Qwen3-30B, Protocol=Zero-shot2026.05 | 57 | |
| iPOE-llmModel=Qwen3-30B, Protocol=Zero-shot, Explanation Type=Fe2026.05 | 57 | |
| iPOE-lb-hModel=Qwen3-30B, Protocol=Zero-shot2026.05 | 56 | |
| iPOE-lb-llmModel=Qwen3-30B, Protocol=Zero-shot, Explanation Type=Na2026.05 | 56 | |
| iPOE-hModel=LLama3-8B, Protocol=Zero-shot2026.05 | 55 | |
| iPOE-llmModel=Qwen3-30B, Protocol=Zero-shot, Explanation Type=Na2026.05 | 55 | |
| iPOE-llmModel=Qwen3-4B, Protocol=Zero-shot, Explanation Type=Na2026.05 | 54 | |
| iPOE-llmModel=LLama3-8B, Protocol=Zero-shot, Explanation Type=Fe2026.05 | 54 | |
| iPOE-lb-llmModel=LLama3-8B, Protocol=Zero-shot, Explanation Type=Fe2026.05 | 54 | |
| iPOE-lb-llmModel=Qwen3-30B, Protocol=Zero-shot, Explanation Type=Fe2026.05 | 54 | |
| iPOE-hModel=Qwen3-4B, Protocol=Zero-shot2026.05 | 53 | |
| iPOE-lb-hModel=Qwen3-4B, Protocol=Zero-shot2026.05 | 53 | |
| iPOE-llmModel=Qwen3-4B, Protocol=Zero-shot, Explanation Type=Fe2026.05 | 53 | |
| iPOE-lb-hModel=LLama3-8B, Protocol=Zero-shot2026.05 | 53 | |
| iPOE-llmModel=LLama3-8B, Protocol=Zero-shot, Explanation Type=Na2026.05 | 53 | |
| iPOE-lb-llmModel=Qwen3-4B, Protocol=Zero-shot, Explanation Type=Fe2026.05 | 52 | |
| iPOE-lb-llmModel=Qwen3-4B, Protocol=Zero-shot, Explanation Type=Na2026.05 | 52 | |
| iPOE-lb-llmModel=LLama3-8B, Protocol=Zero-shot, Explanation Type=Na2026.05 | 51 | |
| Rand-llmModel=LLama3-8B, Protocol=Zero-shot2026.05 | 48 | |
| Rand-hModel=Qwen3-30B, Protocol=Zero-shot2026.05 | 48 | |
| Rand-llmModel=Qwen3-30B, Protocol=Zero-shot2026.05 | 46 | |
| VanillaModel=Qwen3-30B, Protocol=Zero-shot2026.05 | 45 | |
| VanillaModel=Qwen3-4B, Protocol=Zero-shot2026.05 | 44 | |
| Rand-hModel=LLama3-8B, Protocol=Zero-shot2026.05 | 43 | |
| Rand-hModel=Qwen3-4B, Protocol=Zero-shot2026.05 | 40 | |
| VanillaModel=LLama3-8B, Protocol=Zero-shot2026.05 | 36 | |
| Rand-llmModel=Qwen3-4B, Protocol=Zero-shot2026.05 | 25 |