{ "preset": "quick", "rows": 477, "correct": 309, "micro_accuracy": 0.6477987421383647, "jevbench_correct": 135, "jevbench_rows": 231, "semif_correct": 174, "semif_rows": 246, "format": "laya_native", "probabilities": "raw decision softmax; no fitted calibration", "suites": { "jevbench-original": { "rows": 72, "successful_rows": 72, "failed_rows": 0, "accuracy": 0.625, "equal_case_modal_agreement": 0.625, "mean_family_balanced_accuracy": 0.6319444444444444, "equal_case_total_variation_successful_only": null, "total_variation_rows": 0, "dataset_sha256": "11f3f54e9ead94337635573856061aae4e9c7e25147147a25767d79a20cffe90", "adapter_sha256": "9f1ab94e0fe312fcbb4c0872260fac051fbe27430e38e2723f4924a1454eabf8" }, "jevbench-easy": { "rows": 48, "successful_rows": 48, "failed_rows": 0, "accuracy": 0.9791666666666666, "equal_case_modal_agreement": 0.9791666666666666, "mean_family_balanced_accuracy": 0.9791666666666667, "equal_case_total_variation_successful_only": null, "total_variation_rows": 0, "dataset_sha256": "c90f37652798af7630c46ee35beb514b74312f1eb5d5e9b03fa7205a7d682b8c", "adapter_sha256": "9f1ab94e0fe312fcbb4c0872260fac051fbe27430e38e2723f4924a1454eabf8" }, "jevbench-hard": { "rows": 111, "successful_rows": 111, "failed_rows": 0, "accuracy": 0.38738738738738737, "equal_case_modal_agreement": 0.38738738738738737, "mean_family_balanced_accuracy": 0.4583134920634921, "equal_case_total_variation_successful_only": null, "total_variation_rows": 0, "dataset_sha256": "edfda79bfa327392e90da818ed38dcdbbf31b9755b8a381d3aca4423d11f466c", "adapter_sha256": "9f1ab94e0fe312fcbb4c0872260fac051fbe27430e38e2723f4924a1454eabf8" }, "semif-authored": { "rows": 144, "successful_rows": 144, "failed_rows": 0, "accuracy": 0.7777777777777778, "equal_case_modal_agreement": 0.7777777777777778, "mean_family_balanced_accuracy": 0.7933897243107769, "equal_case_total_variation_successful_only": null, "total_variation_rows": 0, "dataset_sha256": "8162d1c73f925af64453f1ec05ef36d583b3815bf698e60f0d454bd11537e079", "adapter_sha256": "c088c9277435df01845009b36e270731754a1558748a84b990ea7c3e11c2fe8c" }, "semif-typesafe": { "rows": 102, "successful_rows": 102, "failed_rows": 0, "accuracy": 0.6078431372549019, "equal_case_modal_agreement": 0.6436721611721612, "mean_family_balanced_accuracy": 0.4726731601731602, "equal_case_total_variation_successful_only": 0.37759414352433773, "total_variation_rows": 102, "dataset_sha256": "734bfa7c56a1e4616e3dee56a71b3dd44b2717def0644622f00c6006d3e80f75", "adapter_sha256": "c088c9277435df01845009b36e270731754a1558748a84b990ea7c3e11c2fe8c" } } }