Event Classification on crowd-enVent
54F1-macroiPOE-llm
Evaluation Results
| Method | Links | |
|---|---|---|
| iPOE-llmModel=Qwen3-30B, Protocol=Zero-shot2026.05 | 54 | |
| iPOE-lb-hModel=LLama3-8B, Protocol=Zero-shot2026.05 | 51 | |
| iPOE-lb-hModel=Qwen3-30B, Protocol=Zero-shot2026.05 | 51 | |
| iPOE-hModel=Qwen3-4B, Protocol=Zero-shot2026.05 | 50 | |
| iPOE-llmModel=Qwen3-4B, Protocol=Zero-shot2026.05 | 50 | |
| iPOE-lb-llmModel=Qwen3-4B, Protocol=Zero-shot2026.05 | 50 | |
| iPOE-hModel=Qwen3-30B, Protocol=Zero-shot2026.05 | 50 | |
| iPOE-lb-llmModel=Qwen3-30B, Protocol=Zero-shot2026.05 | 50 | |
| iPOE-lb-hModel=Qwen3-4B, Protocol=Zero-shot2026.05 | 49 | |
| iPOE-llmModel=LLama3-8B, Protocol=Zero-shot2026.05 | 49 | |
| iPOE-hModel=LLama3-8B, Protocol=Zero-shot2026.05 | 48 | |
| iPOE-lb-llmModel=LLama3-8B, Protocol=Zero-shot2026.05 | 48 | |
| Rand-llmModel=Qwen3-30B, Protocol=Zero-shot2026.05 | 45 | |
| Rand-llmModel=Qwen3-4B, Protocol=Zero-shot2026.05 | 43 | |
| Rand-hModel=LLama3-8B, Protocol=Zero-shot2026.05 | 43 | |
| VanillaModel=Qwen3-30B, Protocol=Zero-shot2026.05 | 40 | |
| Rand-hModel=Qwen3-30B, Protocol=Zero-shot2026.05 | 40 | |
| Rand-llmModel=LLama3-8B, Protocol=Zero-shot2026.05 | 37 | |
| Rand-hModel=Qwen3-4B, Protocol=Zero-shot2026.05 | 36 | |
| VanillaModel=Qwen3-4B, Protocol=Zero-shot2026.05 | 35 | |
| VanillaModel=LLama3-8B, Protocol=Zero-shot2026.05 | 34 |