| { |
| "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 |
| } |
| } |
| } |
| } |
