{ "timestamp": "2026-03-16 17:48:12", "scoring_method": "PhyX-aligned (DeepSeek-V3 judge, 5-shot ICE, 5 retries)", "model": { "model": "lora_math_f (LoRA+freeze+math)", "total": 1533, "string_matches": 13, "llm_calls": 1520, "llm_matches": 297, "final_correct": 310, "final_acc": 20.22, "category_stats": { "Mechanics": { "total": 276, "correct": 63 }, "Waves/Acoustics": { "total": 253, "correct": 47 }, "Electromagnetism": { "total": 275, "correct": 61 }, "Modern Physics": { "total": 222, "correct": 55 }, "Optics": { "total": 252, "correct": 46 }, "Thermodynamics": { "total": 255, "correct": 38 } } } }