patent-wireframes / analysis /format_tax_macro_f1.json
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Add format-tax macro-F1 vs accuracy analysis
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{
"metric": "viewpoint-family macro-F1 (%) and binary accuracy (%)",
"by_model": {
"Opus 4.5": {
"raw_prose": {
"acc": 97.0,
"macro_f1": 91.2,
"n": 166
},
"raw_text": {
"acc": 85.5,
"macro_f1": 85.1,
"n": 166
},
"shuffled": {
"acc": 78.9,
"macro_f1": 77.1,
"n": 166
},
"dsl": {
"acc": 68.7,
"macro_f1": 62.6,
"n": 166
},
"code": {
"acc": 75.3,
"macro_f1": 71.2,
"n": 166
},
"label_list": {
"acc": 69.9,
"macro_f1": 67.3,
"n": 166
}
},
"GPT-4o": {
"raw_prose": {
"acc": 87.3,
"macro_f1": 83.8,
"n": 166
},
"raw_text": {
"acc": 78.9,
"macro_f1": 81.8,
"n": 166
},
"shuffled": {
"acc": 75.9,
"macro_f1": 72.9,
"n": 166
},
"dsl": {
"acc": 67.5,
"macro_f1": 62.0,
"n": 166
},
"code": {
"acc": 61.4,
"macro_f1": 52.8,
"n": 166
},
"label_list": {
"acc": 75.9,
"macro_f1": 68.2,
"n": 166
}
},
"Gemini 2.5 Pro": {
"raw_prose": {
"acc": 98.6,
"macro_f1": 93.9,
"n": 295
},
"raw_text": {
"acc": 93.9,
"macro_f1": 91.2,
"n": 295
},
"shuffled": {
"acc": 86.1,
"macro_f1": 81.4,
"n": 295
},
"dsl": {
"acc": 78.3,
"macro_f1": 71.2,
"n": 295
},
"code": {
"acc": 81.7,
"macro_f1": 71.0,
"n": 295
},
"label_list": {
"acc": 82.4,
"macro_f1": 71.3,
"n": 295
}
},
"Kimi K2": {
"raw_prose": {
"acc": 88.0,
"macro_f1": 86.7,
"n": 166
},
"raw_text": {
"acc": 73.5,
"macro_f1": 75.8,
"n": 166
},
"shuffled": {
"acc": 66.9,
"macro_f1": 58.0,
"n": 166
},
"dsl": {
"acc": 69.9,
"macro_f1": 57.6,
"n": 166
},
"code": {
"acc": 61.4,
"macro_f1": 59.9,
"n": 166
},
"label_list": {
"acc": 69.9,
"macro_f1": 57.5,
"n": 166
}
},
"Llama 3.3 70B": {
"raw_prose": {
"acc": 87.3,
"macro_f1": 82.5,
"n": 166
},
"raw_text": {
"acc": 77.1,
"macro_f1": 77.1,
"n": 166
},
"shuffled": {
"acc": 65.7,
"macro_f1": 59.6,
"n": 166
},
"dsl": {
"acc": 60.8,
"macro_f1": 55.7,
"n": 166
},
"code": {
"acc": 59.0,
"macro_f1": 57.8,
"n": 166
},
"label_list": {
"acc": 57.2,
"macro_f1": 50.1,
"n": 166
}
}
},
"format_tax_gap": {
"Opus 4.5": {
"acc_gap": 28.3,
"macro_f1_gap": 28.6
},
"GPT-4o": {
"acc_gap": 25.9,
"macro_f1_gap": 31.0
},
"Gemini 2.5 Pro": {
"acc_gap": 20.3,
"macro_f1_gap": 22.9
},
"Kimi K2": {
"acc_gap": 26.6,
"macro_f1_gap": 29.2
},
"Llama 3.3 70B": {
"acc_gap": 30.1,
"macro_f1_gap": 32.4
}
}
}