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selfevolveagent

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selfevolveagent
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{
    "5": {
        "score": 0.8181818181818181,
        "success": {
            "11": {
                "modification": "modify: added a new step to create a list of multiple solutions from CustomCodeGenerate before testing and applied ScEnsemble for solution selection.",
                "score": 0.8242424242424242
            },
            "10": {
                "modification": "Add ScEnsemble operator for better solution selection.",
                "score": 0.8303030303030303
            }
        },
        "failure": {
            "8": {
                "modification": "(Added ScEnsemble operator to improve solution selection based on ensemble method)",
                "score": 0.7878787878787878
            }
        }
    },
    "1": {
        "score": 0.8363636363636363,
        "success": {},
        "failure": {
            "9": {
                "modification": "(Added self-ensemble approach after generating multiple solutions to improve reliability)",
                "score": 0.6606060606060605
            },
            "18": {
                "modification": "modify: Added usage of the ScEnsemble operator after generating multiple solutions to improve the final selection.",
                "score": 0.0
            },
            "16": {
                "modification": "modified - incorporated the ScEnsemble operator to enhance the selection process by integrating multiple solutions' insights and improving the overall reliability of the result",
                "score": 0.8121212121212121
            },
            "6": {
                "modification": "modify - added ensemble operator for improved selection of solutions",
                "score": 0.8
            }
        }
    },
    "0": {
        "score": 0.8,
        "success": {
            "19": {
                "modification": "(add: Test operator to validate solutions, modify: include ScEnsemble for optimal selection)",
                "score": 0.8242424242424242
            },
            "3": {
                "modification": "(add Test operator to validate the generated solution before returning it)",
                "score": 0.806060606060606
            },
            "4": {
                "modification": "(added a Test operator to validate the solution before returning it and iterate if necessary)",
                "score": 0.8121212121212121
            },
            "5": {
                "modification": "add: self.test = operator.Test(self.llm)",
                "score": 0.8181818181818181
            },
            "1": {
                "modification": "(added a new operator Test to validate the solution before providing it)",
                "score": 0.8363636363636363
            },
            "2": {
                "modification": "(add a step to gather multiple solutions, then test the best solution)",
                "score": 0.8121212121212121
            }
        },
        "failure": {}
    },
    "15": {
        "score": 0.8363636363636363,
        "success": {},
        "failure": {
            "17": {
                "modification": "(such as:add /delete /modify/ ...)",
                "score": 0.08484848484848484
            }
        }
    },
    "11": {
        "score": 0.8242424242424242,
        "success": {
            "15": {
                "modification": "(Add error handling to improve robustness)",
                "score": 0.8363636363636363
            }
        },
        "failure": {}
    },
    "2": {
        "score": 0.8121212121212121,
        "success": {},
        "failure": {
            "7": {
                "modification": "modify: Added an operator to validate the solution before testing",
                "score": 0.0
            }
        }
    },
    "10": {
        "score": 0.8303030303030303,
        "success": {},
        "failure": {
            "14": {
                "modification": "Introduce insight gathering for common test failure patterns before attempting modifications to solutions.",
                "score": 0.8121212121212121
            },
            "13": {
                "modification": "(such as:add /delete /modify/ ...)",
                "score": 0.0
            }
        }
    }
}