Data Analysis on DABStep 2025 (easy-level)
87.5AccuracyDS-STAR
Evaluation Results
| Method | Links | |
|---|---|---|
| DS-STARFramework=DS-STAR, Model=Gemini-2.5-Pro2025.09 | 87.5 | |
| Open Data ScientistFramework=Open Data Scientist, Model=DeepSeek-V32025.09 | 84.72 | |
| ReActFramework=ReAct, Model=Claude-4-Sonnet2025.09 | 81.94 | |
| I2I-AgentFramework=I2I-Agent, Model=Claude-3.5-Sonnet2025.09 | 80.56 | |
| Amity DA AgentFramework=Amity DA Agent, Model=Gemini-2.5-Pro2025.09 | 80.56 | |
| o4-miniFramework=Model-only, Model=o4-mini2025.09 | 76.39 | |
| Data InterpreterFramework=Data Interpreter, Model=Gemini-2.5-Pro2025.09 | 72.22 | |
| DeepAnalyze-8BFramework=Model-only, Model=DeepAnalyze-8B2025.09 | 70.83 | |
| ReActFramework=ReAct, Model=Gemini-2.5-Pro2025.09 | 69.44 | |
| DA-AgentFramework=DA-Agent, Model=Gemini-2.5-Pro2025.09 | 68.06 | |
| Gemini-2.5-ProFramework=Model-only, Model=Gemini-2.5-Pro2025.09 | 66.67 | |
| AutoGenFramework=AutoGen, Model=Gemini-2.5-Pro2025.09 | 59.72 |