canopy-reader-17m / bench.json
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Canopy reader: ONNX (INT8, FP32), readers, model card
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{
"int8": {
"mb": 17.4,
"load_s": 0.07,
"ms_median": 21.4,
"ms_p90": 44.6,
"split": {
"n": 1142,
"category_acc": 0.9956217162872154,
"category_macro_f1": 0.9951614882286082,
"gate_acc": 0.9947460595446584,
"gate_hid": 2,
"gate_surfaced": 4,
"ask_recall": 0.9966666666666667,
"false_finished": 1,
"blocked_agree": 0.999124343257443,
"question_line_acc": 1.0,
"status_line_acc": 0.7880910683012259,
"key_recall": 0.957868050944649,
"key_precision": 0.8764497956478515,
"notable_agree": 0.9772329246935202,
"busy_notable_precision": 0.9416058394160584,
"busy_notable_recall": 0.8896551724137931,
"busy_n": 412,
"busy_notable_n": 145,
"confusions": {
"approval->finished": 1,
"error->working": 1,
"finished->error": 1,
"finished->working": 1,
"idle->working": 1
},
"card_first_good": 0.9098073555166375,
"card_first_best": 0.797723292469352,
"card_noise_rate": 0.13994743758212877,
"card_lines_per_card": 1.3327495621716288,
"card_empty_when_something": 0.0,
"summary_n": 1142,
"summary_empty_agree": 0.9115586690017513,
"summary_top1_in_gold": 0.2631578947368421,
"summary_top1_exact": 0.15789473684210525,
"summary_any_hit": 0.6681922196796338,
"summary_precision": 0.40519877675840976,
"summary_recall": 0.4041687849517031,
"summary_f1": 0.4046831254772207,
"summary_lines_per_card": 1.7180385288966724,
"options_exact": 0.9452554744525548,
"options_false_on_none": 0.004629629629629629,
"action_line_acc": 0.978108581436077,
"task_line_acc": 0.9483362521891419,
"tests_acc": 0.9807355516637478,
"changes_acc": 0.9290718038528897,
"risk_acc": 0.9833625218914186,
"instruction_acc": 0.9912434325744308,
"progress_acc": 0.5788091068301225,
"failure_repeats_acc": 0.9168126094570929,
"score_acc": 0.8598949211908932,
"progress_within_10": 0.7145359019264448,
"score_within_1_anchor": 0.9754816112084063
},
"real": {
"gold": {
"n": 60,
"category_coarse": 58,
"category_exact": 58,
"gate": 57,
"hid": 1,
"surfaced": 2,
"misses": [
"c8f4b58a8e [working/claude] got error att=0.99 want working|idle",
"f19b520cb2 [interrupted/codex] got working att=0.52 want working",
"03f3c93a3e [error/cursor] got idle att=0.28 want error"
],
"tests": 59,
"changes": 50,
"score": 55,
"score_within_1_anchor": 58,
"task_present_agree": 24
},
"agents": {
"n": 93,
"category_coarse": 87,
"category_exact": 87,
"gate": 89,
"hid": 4,
"surfaced": 0,
"misses": [
"crush#2 [finished/crush] got working att=0.41 want finished",
"crush#3 [question/crush] got working att=0.23 want question",
"goose#3 [question/goose] got approval att=1.00 want question",
"kiro#1 [finished/kiro] got working att=0.29 want finished",
"mistral#1 [question/mistral] got approval att=1.00 want question",
"qwen#2 [finished/qwen] got working att=0.40 want finished"
]
},
"summary_vs_luna": {
"summary_n": 153,
"summary_empty_agree": 0.7777777777777778,
"summary_top1_in_gold": 0.3425925925925926,
"summary_top1_exact": 0.3148148148148148,
"summary_any_hit": 0.6574074074074074,
"summary_precision": 0.44541484716157204,
"summary_recall": 0.53125,
"summary_f1": 0.48456057007125897,
"summary_lines_per_card": 1.4967320261437909
},
"card_vs_gold_scores": {
"n": 153,
"first_good": 0.7450980392156863,
"first_best": 0.6143790849673203,
"noise_rate": 0.21717171717171718,
"lines_per_card": 1.2941176470588236,
"empty_when_something": 0.006535947712418301
},
"lines_vs_gold": {
"n": 153,
"headline_acc": 0.6078431372549019,
"task_acc": 0.9673202614379085,
"options_exact": 0.782608695652174,
"options_false_on_none": 0.009345794392523364,
"summary_n": 153,
"summary_empty_agree": 0.8300653594771242,
"summary_top1_in_gold": 0.30327868852459017,
"summary_top1_exact": 0.2540983606557377,
"summary_any_hit": 0.5409836065573771,
"summary_precision": 0.38427947598253276,
"summary_recall": 0.36213991769547327,
"summary_f1": 0.3728813559322034,
"summary_lines_per_card": 1.4967320261437909,
"card_any_hit": 0.8206896551724138,
"card_precision": 0.7590361445783133,
"card_recall": 0.48711340206185566,
"card_f1": 0.5934065934065934
}
}
}
}