Tool-use Question Answering on ToolQA Easy 1.0
90Yelp AccReact
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ReactAgent Approach=React, Model=gpt-oss-120b2025.12 | 90 | 17 | 76 | 73 | 78 | |
| ReflexionAgent Approach=Reflexion, Model=gpt-oss-120b2025.12 | 87 | 7 | 48 | 73 | 80 | |
| ReactAgent Approach=React, Model=Qwen3-32B2025.12 | 76 | 9 | 54 | 85 | 72 | |
| ReactAgent Approach=React, Model=Qwen3-14B2025.12 | 71 | 8 | 49 | 76 | 67 | |
| RP-ReActAgent Approach=RP-ReAct, Model=Qwen3-32B2025.12 | 68 | 7 | 43 | 69 | 78 | |
| RP-ReActAgent Approach=RP-ReAct, Model=Qwen3-14B2025.12 | 61 | 5 | 37 | 72 | 65 | |
| RP-ReActAgent Approach=RP-ReAct, Model=gpt-oss-120b2025.12 | 53 | 9 | 50 | 89 | 78 | |
| ReflexionAgent Approach=Reflexion, Model=Qwen3-14B2025.12 | 43 | 2 | 23 | 30 | 49 | |
| ReflexionAgent Approach=Reflexion, Model=Qwen3-32B2025.12 | 39 | 4 | 43 | 28 | 74 | |
| RP-ReActAgent Approach=RP-ReAct, Model=DeepSeek-8B2025.12 | 30 | 0 | 0 | 20 | 28 | |
| RP-ReActAgent Approach=RP-ReAct, Model=gpt-oss-20b2025.12 | 26 | 7 | 9 | 48 | 43 | |
| React-100Agent Approach=React-100, Model=gpt-oss-20b2025.12 | 22 | 4 | 12 | 18 | 7 | |
| ReActAgent Approach=ReAct, Model=DeepSeek-8B2025.12 | 17 | 0 | 0 | 33 | 9 | |
| ReactAgent Approach=React, Model=gpt-oss-20b2025.12 | 15 | 4 | 11 | 11 | 5 | |
| ReActAgent Approach=ReAct, Model=DeepSeek-7B2025.12 | 11 | 0 | 0 | 4 | 21 | |
| RP-ReActAgent Approach=RP-ReAct, Model=DeepSeek-7B2025.12 | 11 | 0 | 0 | 4 | 6 | |
| ReflexionAgent Approach=Reflexion, Model=gpt-oss-20b2025.12 | 4 | 5 | 4 | 9 | 8 |