{ "model": "DeepSeek-Flash-Mini (nano)", "protocol": "loglikelihood multiple-choice, mean NLL argmin", "device": "cpu", "subjects": { "high_school_mathematics": { "correct": 84, "total": 270, "acc": 0.3111 }, "abstract_algebra": { "correct": 31, "total": 100, "acc": 0.31 }, "astronomy": { "correct": 28, "total": 152, "acc": 0.1842 }, "computer_security": { "correct": 17, "total": 100, "acc": 0.17 }, "management": { "correct": 29, "total": 103, "acc": 0.2816 }, "college_biology": { "correct": 29, "total": 144, "acc": 0.2014 }, "econometrics": { "correct": 28, "total": 114, "acc": 0.2456 }, "formal_logic": { "correct": 28, "total": 126, "acc": 0.2222 }, "global_facts": { "correct": 20, "total": 100, "acc": 0.2 }, "human_aging": { "correct": 48, "total": 223, "acc": 0.2152 } }, "overall_correct": 342, "overall_total": 1432, "overall_acc": 0.2388, "random_baseline": 0.25 }