{ "method": "All five valid answerability decisions plus exact rational numeric answers on FULL/A_SAME/A_CHANGED.", "limitation": "Conservative lexical lower bound; unparseable answers count wrong, and units or rounding may remain unmatched.", "models": { "qwen": { "strict_joint_correct_views": { "numerator": 3836, "denominator": 5000, "value": 0.7672 }, "strict_joint_all_five_groups": { "numerator": 341, "denominator": 1000, "value": 0.341 }, "full_and_same_both_numeric_correct": { "numerator": 547, "denominator": 1000, "value": 0.547 }, "full_and_changed_both_numeric_correct": { "numerator": 535, "denominator": 1000, "value": 0.535 }, "numeric_answerable_by_state": { "FULL": { "numerator": 664, "denominator": 1000, "value": 0.664 }, "A_SAME": { "numerator": 673, "denominator": 1000, "value": 0.673 }, "A_CHANGED": { "numerator": 788, "denominator": 1000, "value": 0.788 } } }, "glm": { "strict_joint_correct_views": { "numerator": 3327, "denominator": 5000, "value": 0.6654 }, "strict_joint_all_five_groups": { "numerator": 182, "denominator": 1000, "value": 0.182 }, "full_and_same_both_numeric_correct": { "numerator": 610, "denominator": 1000, "value": 0.61 }, "full_and_changed_both_numeric_correct": { "numerator": 592, "denominator": 1000, "value": 0.592 }, "numeric_answerable_by_state": { "FULL": { "numerator": 669, "denominator": 1000, "value": 0.669 }, "A_SAME": { "numerator": 684, "denominator": 1000, "value": 0.684 }, "A_CHANGED": { "numerator": 858, "denominator": 1000, "value": 0.858 } } }, "gemma4-26b-a4b-it": { "strict_joint_correct_views": { "numerator": 3959, "denominator": 5000, "value": 0.7918 }, "strict_joint_all_five_groups": { "numerator": 407, "denominator": 1000, "value": 0.407 }, "full_and_same_both_numeric_correct": { "numerator": 720, "denominator": 1000, "value": 0.72 }, "full_and_changed_both_numeric_correct": { "numerator": 713, "denominator": 1000, "value": 0.713 }, "numeric_answerable_by_state": { "FULL": { "numerator": 771, "denominator": 1000, "value": 0.771 }, "A_SAME": { "numerator": 793, "denominator": 1000, "value": 0.793 }, "A_CHANGED": { "numerator": 854, "denominator": 1000, "value": 0.854 } } }, "molmo2-8b": { "strict_joint_correct_views": { "numerator": 2605, "denominator": 5000, "value": 0.521 }, "strict_joint_all_five_groups": { "numerator": 61, "denominator": 1000, "value": 0.061 }, "full_and_same_both_numeric_correct": { "numerator": 461, "denominator": 1000, "value": 0.461 }, "full_and_changed_both_numeric_correct": { "numerator": 392, "denominator": 1000, "value": 0.392 }, "numeric_answerable_by_state": { "FULL": { "numerator": 513, "denominator": 1000, "value": 0.513 }, "A_SAME": { "numerator": 529, "denominator": 1000, "value": 0.529 }, "A_CHANGED": { "numerator": 665, "denominator": 1000, "value": 0.665 } } }, "gemma4-31b-it": { "strict_joint_correct_views": { "numerator": 4283, "denominator": 5000, "value": 0.8566 }, "strict_joint_all_five_groups": { "numerator": 556, "denominator": 1000, "value": 0.556 }, "full_and_same_both_numeric_correct": { "numerator": 788, "denominator": 1000, "value": 0.788 }, "full_and_changed_both_numeric_correct": { "numerator": 792, "denominator": 1000, "value": 0.792 }, "numeric_answerable_by_state": { "FULL": { "numerator": 840, "denominator": 1000, "value": 0.84 }, "A_SAME": { "numerator": 854, "denominator": 1000, "value": 0.854 }, "A_CHANGED": { "numerator": 916, "denominator": 1000, "value": 0.916 } } }, "qwen38-flash-next": { "strict_joint_correct_views": { "numerator": 4332, "denominator": 5000, "value": 0.8664 }, "strict_joint_all_five_groups": { "numerator": 570, "denominator": 1000, "value": 0.57 }, "full_and_same_both_numeric_correct": { "numerator": 741, "denominator": 1000, "value": 0.741 }, "full_and_changed_both_numeric_correct": { "numerator": 705, "denominator": 1000, "value": 0.705 }, "numeric_answerable_by_state": { "FULL": { "numerator": 807, "denominator": 1000, "value": 0.807 }, "A_SAME": { "numerator": 808, "denominator": 1000, "value": 0.808 }, "A_CHANGED": { "numerator": 858, "denominator": 1000, "value": 0.858 } } } } }