{ "measured_on": "the shipped INT8 artifact rather than the torch checkpoint", "not_evaluated": "the 78 out_of_taxonomy rows in the test split are generated and never scored, here or in train_embed.py, so nothing measures whether this detector rejects input that belongs to no node, which is half of what it is for", "per_language": { "az": { "accuracy": 0.8571, "n": 7 }, "bg": { "accuracy": 0.8571, "n": 7 }, "cs": { "accuracy": 1.0, "n": 6 }, "da": { "accuracy": 0.8571, "n": 7 }, "de": { "accuracy": 1.0, "n": 7 }, "el": { "accuracy": 0.8571, "n": 7 }, "en": { "accuracy": 1.0, "n": 6 }, "es": { "accuracy": 1.0, "n": 7 }, "et": { "accuracy": 1.0, "n": 7 }, "fi": { "accuracy": 0.8333, "n": 6 }, "fr": { "accuracy": 1.0, "n": 6 }, "ga": { "accuracy": 0.375, "n": 8 }, "hr": { "accuracy": 1.0, "n": 6 }, "hu": { "accuracy": 0.625, "n": 8 }, "it": { "accuracy": 0.8333, "n": 6 }, "lt": { "accuracy": 0.7143, "n": 7 }, "lv": { "accuracy": 1.0, "n": 7 }, "mt": { "accuracy": 0.5, "n": 8 }, "nl": { "accuracy": 0.8333, "n": 6 }, "pl": { "accuracy": 0.8333, "n": 6 }, "pt": { "accuracy": 1.0, "n": 7 }, "ro": { "accuracy": 0.8333, "n": 6 }, "sk": { "accuracy": 1.0, "n": 7 }, "sl": { "accuracy": 0.8571, "n": 7 }, "sv": { "accuracy": 0.8333, "n": 6 }, "tr": { "accuracy": 1.0, "n": 7 } }, "per_node": { "banking/accounts/closing": 0.75, "banking/accounts/opening": 0.6364, "banking/cards/limits": 1.0, "banking/cards/lost_or_stolen": 0.9091, "banking/loans/consumer": 0.6667, "banking/loans/mortgage": 0.9474, "banking/payments/failed": 0.9286, "banking/payments/transfer": 0.7692, "health/appointments": 1.0, "health/prescriptions": 0.7778, "insurance/claims/home": 1.0, "insurance/claims/motor": 0.9231, "insurance/policy/renewal": 0.8182, "public/identity/documents": 0.9286, "public/tax/filing": 0.8 }, "sibling_near_miss_n": 155, "sibling_rejection_rate": 0.9161, "top1_accuracy": 0.8571, "total_examples": 175, "weakest_nodes": [ [ "banking/accounts/opening", 0.6364 ], [ "banking/loans/consumer", 0.6667 ], [ "banking/accounts/closing", 0.75 ], [ "banking/payments/transfer", 0.7692 ], [ "health/prescriptions", 0.7778 ] ] }