selfevolveagent / examples /aflow /mbpp /optimized /processed_experience.json
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{
"6": {
"score": 0.6833333333333332,
"success": {
"8": {
"modification": "(add an additional fallback solution generation step before ensembling results)",
"score": 0.6999999999999998
}
},
"failure": {}
},
"7": {
"score": 0.7200000000000001,
"success": {
"4": {
"modification": "modify: encapsulated the fallback generation in a function to better manage complexity and reuse code",
"score": 0.8
},
"6": {
"modification": "(add a feedback loop for fallback solution testing and integrate self-consistency for selection)",
"score": 0.8
},
"7": {
"modification": "(modify: added an additional unique fallback generation step before testing the solutions to increase robustness)",
"score": 0.9
},
"2": {
"modification": "(modify: added a secondary fallback solution generation step before ensemble to enhance solution robustness)",
"score": 0.85
}
},
"failure": {
"9": {
"modification": "(add a new operator to provide an alternative solution approach)",
"score": 0.7200000000000001
},
"12": {
"modification": "modify: enhanced fallback solutions by adding a fourth fallback generation step before ensemble",
"score": 0.6733333333333333
},
"10": {
"modification": "add additional validation step before considering fallback solutions",
"score": 0.6933333333333334
},
"14": {
"modification": "modify: integrated a secondary validation step before fallback generation to enhance solution quality",
"score": 0.7133333333333333
}
}
},
"9": {
"score": 0.7200000000000001,
"success": {
"3": {
"modification": "Modified the fallback solution selection mechanism to prioritize quality over quantity",
"score": 0.8
},
"5": {
"modification": "Modified the approach for retrieving valid fallback solutions to include a maximum validity check for fallback solutions. This aims to ensure that not only are unique solutions retrieved, but they also meet a certain quality standard. The condition for valid fallback solutions now checks if a solution passes an additional verification step before being returned.",
"score": 0.8
},
"1": {
"modification": "Added a timeout mechanism for testing fallback solutions",
"score": 0.9
}
},
"failure": {
"11": {
"modification": "modify: Added a retry mechanism for testing fallback solutions to enhance robustness.",
"score": 0.6933333333333334
}
}
},
"8": {
"score": 0.7000000000000001,
"success": {},
"failure": {
"13": {
"modification": "modify the retrieval mechanism for testing unique fallback solutions",
"score": 0.6866666666666666
}
}
}
}