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ResearchFormerly WizWand

Hate Speech Detection on HateXplain

57F1-macroiPOE-h
23.7232.364149.64May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
iPOE-hModel=Qwen3-30B, Protocol=Zero-shot2026.0557
iPOE-llmModel=Qwen3-30B, Protocol=Zero-shot, Explanation Type=Fe2026.0557
iPOE-lb-hModel=Qwen3-30B, Protocol=Zero-shot2026.0556
iPOE-lb-llmModel=Qwen3-30B, Protocol=Zero-shot, Explanation Type=Na2026.0556
iPOE-hModel=LLama3-8B, Protocol=Zero-shot2026.0555
iPOE-llmModel=Qwen3-30B, Protocol=Zero-shot, Explanation Type=Na2026.0555
iPOE-llmModel=Qwen3-4B, Protocol=Zero-shot, Explanation Type=Na2026.0554
iPOE-llmModel=LLama3-8B, Protocol=Zero-shot, Explanation Type=Fe2026.0554
iPOE-lb-llmModel=LLama3-8B, Protocol=Zero-shot, Explanation Type=Fe2026.0554
iPOE-lb-llmModel=Qwen3-30B, Protocol=Zero-shot, Explanation Type=Fe2026.0554
iPOE-hModel=Qwen3-4B, Protocol=Zero-shot2026.0553
iPOE-lb-hModel=Qwen3-4B, Protocol=Zero-shot2026.0553
iPOE-llmModel=Qwen3-4B, Protocol=Zero-shot, Explanation Type=Fe2026.0553
iPOE-lb-hModel=LLama3-8B, Protocol=Zero-shot2026.0553
iPOE-llmModel=LLama3-8B, Protocol=Zero-shot, Explanation Type=Na2026.0553
iPOE-lb-llmModel=Qwen3-4B, Protocol=Zero-shot, Explanation Type=Fe2026.0552
iPOE-lb-llmModel=Qwen3-4B, Protocol=Zero-shot, Explanation Type=Na2026.0552
iPOE-lb-llmModel=LLama3-8B, Protocol=Zero-shot, Explanation Type=Na2026.0551
Rand-llmModel=LLama3-8B, Protocol=Zero-shot2026.0548
Rand-hModel=Qwen3-30B, Protocol=Zero-shot2026.0548
Rand-llmModel=Qwen3-30B, Protocol=Zero-shot2026.0546
VanillaModel=Qwen3-30B, Protocol=Zero-shot2026.0545
VanillaModel=Qwen3-4B, Protocol=Zero-shot2026.0544
Rand-hModel=LLama3-8B, Protocol=Zero-shot2026.0543
Rand-hModel=Qwen3-4B, Protocol=Zero-shot2026.0540
VanillaModel=LLama3-8B, Protocol=Zero-shot2026.0536
Rand-llmModel=Qwen3-4B, Protocol=Zero-shot2026.0525