Slot Filling on RE Zero-shot
91.3Hit@1Logits-to-Logic
Evaluation Results
| Method | Links | |
|---|---|---|
| Logits-to-LogicBackbone LLM=LLaMA3.1-8b, Reasoning Category=Agentic Reasoning2025.11 | 91.3 | |
| ToGBackbone LLM=GPT4, Reasoning Category=Agentic Reasoning2025.11 | 88.3 | |
| ToGBackbone LLM=ChatGPT, Reasoning Category=Agentic Reasoning2025.11 | 88 | |
| ToG-RBackbone LLM=GPT4, Reasoning Category=Agentic Reasoning2025.11 | 86.9 | |
| ToG-RBackbone LLM=ChatGPT, Reasoning Category=Agentic Reasoning2025.11 | 86.5 | |
| SCBackbone LLM=ChatGPT, Reasoning Category=LLMs Reasoning2025.11 | 45.4 | |
| CoTBackbone LLM=ChatGPT, Reasoning Category=LLMs Reasoning2025.11 | 28.8 | |
| IO promptBackbone LLM=ChatGPT, Reasoning Category=LLMs Reasoning2025.11 | 27.7 |