dis-bench / analysis /data /failure_mode_stats.json
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{
"sample_size": 111,
"programs": 37,
"per_program": [
[
3,
37
]
],
"failed_attempt_population": 1145,
"label_counts": {
"construction_failure": 35,
"global_abstraction_failure": 60,
"unknown": 3,
"local_reasoning_failure": 13
},
"confidence_counts": {
"high": 110,
"low": 1
},
"program_balanced": {
"local_reasoning_failure": {
"proportion": 0.11711711711711711,
"percent": 11.711711711711711,
"standard_error": 0.0305934524349446,
"ci95_low": 0.0571539503446257,
"ci95_high": 0.17708028388960853
},
"global_abstraction_failure": {
"proportion": 0.5405405405405403,
"percent": 54.054054054054035,
"standard_error": 0.04813551729091952,
"ci95_low": 0.4461949266503381,
"ci95_high": 0.6348861544307426
},
"construction_failure": {
"proportion": 0.31531531531531537,
"percent": 31.531531531531538,
"standard_error": 0.0425580819630103,
"ci95_low": 0.2319014746678152,
"ci95_high": 0.39872915596281555
},
"unknown": {
"proportion": 0.02702702702702703,
"percent": 2.7027027027027026,
"standard_error": 0.014763744469673448,
"ci95_low": 0.0,
"ci95_high": 0.05596396618758699
}
},
"attempt_weighted": {
"local_reasoning_failure": {
"proportion": 0.11411935953420668,
"percent": 11.411935953420668,
"standard_error": 0.031424870494354905,
"ci95_low": 0.05252661336527107,
"ci95_high": 0.1757121057031423
},
"global_abstraction_failure": {
"proportion": 0.5411935953420671,
"percent": 54.119359534206716,
"standard_error": 0.050135365917513976,
"ci95_low": 0.44292827814373975,
"ci95_high": 0.6394589125403946
},
"construction_failure": {
"proportion": 0.3176128093158661,
"percent": 31.76128093158661,
"standard_error": 0.044336467213606554,
"ci95_low": 0.23071333357719725,
"ci95_high": 0.40451228505453496
},
"unknown": {
"proportion": 0.02707423580786026,
"percent": 2.707423580786026,
"standard_error": 0.015366105642383289,
"ci95_low": 0.0,
"ci95_high": 0.057191802866931506
}
},
"outcome_by_label": {
"entered_target_function_not_condition": {
"global_abstraction_failure": 11,
"construction_failure": 8,
"local_reasoning_failure": 6,
"unknown": 1
},
"missed_target_function_or_execution_failure": {
"construction_failure": 19,
"global_abstraction_failure": 41,
"unknown": 1,
"local_reasoning_failure": 3
},
"reached_condition_wrong_direction": {
"global_abstraction_failure": 8,
"unknown": 1,
"construction_failure": 8,
"local_reasoning_failure": 4
}
}
}