{ "spec_fingerprint": "37a89086c195", "budget": 60000, "draw_salt": "fig4-mixture-draw-v1", "split_salt": "fig4-candidate-split-v1", "fig3_scores": { "chart_reasoning": 61.6, "table_reasoning": 62.2, "diagram_and_infographic_understanding": 70.92, "scene_text_recognition": 83.67, "document_qa": 90.12, "document_text_reading": 93.03, "chart_reading": 88.72, "table_lookup": 92.48, "key_information_extraction": 93.69 }, "fig3_source": "measured from runs/lmms_fig1 + data/paper/lmms_tags", "target_score": 95.0, "uniform_floor": 0.2, "fig2_ratio": { "chart": 3, "doc": 4, "ocr": 4 }, "fig2_family": { "chart": [ "chartqa", "plotqa", "figureqa", "dvqa" ], "doc": [ "docvqa", "infovqa", "visualmrc", "tabmwp", "tatqa", "hitab", "multihiertt", "ai2d", "iconqa", "scienceqa_image", "funsd", "sroie", "cord" ], "ocr": [ "stvqa", "textvqa", "ocrvqa" ] }, "template_cap": 0.15, "per_image_cap": 2, "source_cap_default": 0.5, "source_cap_exception": { "diagram_and_infographic_understanding": 0.75, "key_information_extraction": 0.75 }, "arm_a": { "families": { "chart": { "quota": 16364, "target_per_source": { "chartqa": 1823, "dvqa": 4858, "figureqa": 4848, "plotqa": 4835 }, "drawn_per_source": { "chartqa": 1825, "dvqa": 4864, "figureqa": 4855, "plotqa": 4846 }, "drawn": 16390 }, "doc": { "quota": 21818, "target_per_source": { "ai2d": 1509, "cord": 493, "docvqa": 3466, "funsd": 137, "hitab": 1530, "iconqa": 3012, "infovqa": 1754, "multihiertt": 1544, "scienceqa_image": 1368, "sroie": 428, "tabmwp": 2649, "tatqa": 2014, "visualmrc": 1914 }, "drawn_per_source": { "ai2d": 1509, "cord": 493, "docvqa": 3470, "funsd": 137, "hitab": 1539, "iconqa": 3012, "infovqa": 1755, "multihiertt": 1545, "scienceqa_image": 1368, "sroie": 428, "tabmwp": 2649, "tatqa": 2014, "visualmrc": 1920 }, "drawn": 21839 }, "ocr": { "quota": 21818, "target_per_source": { "ocrvqa": 8111, "stvqa": 6171, "textvqa": 7536 }, "drawn_per_source": { "ocrvqa": 8111, "stvqa": 6171, "textvqa": 7537 }, "drawn": 21819 } } }, "arm_b": { "target": { "chart_reasoning": 14854, "table_reasoning": 14612, "diagram_and_infographic_understanding": 11081, "scene_text_recognition": 5920, "document_qa": 3309, "document_text_reading": 2131, "chart_reading": 3876, "table_lookup": 2353, "key_information_extraction": 1864 }, "drawn": { "chart_reasoning": 16200, "table_reasoning": 15936, "diagram_and_infographic_understanding": 7264, "scene_text_recognition": 6457, "chart_reading": 4227, "document_qa": 3609, "table_lookup": 2566, "document_text_reading": 2324, "key_information_extraction": 1416 }, "shortfall": { "diagram_and_infographic_understanding": 3817, "key_information_extraction": 448 }, "source_share": { "chart_reasoning": { "dvqa": 0.4037, "figureqa": 0.3926, "chartqa": 0.0829, "plotqa": 0.0477, "tabmwp": 0.0318, "infovqa": 0.0203, "iconqa": 0.016, "scienceqa_image": 0.0017, "hitab": 0.0013, "tatqa": 0.0011, "multihiertt": 0.0008, "visualmrc": 0.0001, "textvqa": 0.0001 }, "table_reasoning": { "tabmwp": 0.4999, "multihiertt": 0.2381, "tatqa": 0.179, "hitab": 0.0694, "docvqa": 0.0057, "scienceqa_image": 0.0038, "infovqa": 0.0038, "visualmrc": 0.0003 }, "diagram_and_infographic_understanding": { "ai2d": 0.7126, "infovqa": 0.2062, "scienceqa_image": 0.0666, "docvqa": 0.0048, "visualmrc": 0.0039, "iconqa": 0.0032, "textvqa": 0.0026, "stvqa": 0.0001 }, "scene_text_recognition": { "textvqa": 0.4998, "stvqa": 0.3431, "ocrvqa": 0.1313, "iconqa": 0.0196, "docvqa": 0.0029, "visualmrc": 0.0017, "infovqa": 0.0017 }, "chart_reading": { "dvqa": 0.4982, "chartqa": 0.3607, "plotqa": 0.0728, "infovqa": 0.0485, "tabmwp": 0.0072, "docvqa": 0.0067, "textvqa": 0.0034, "scienceqa_image": 0.0015, "stvqa": 0.0008, "figureqa": 0.0003 }, "document_qa": { "visualmrc": 0.4995, "docvqa": 0.2415, "tatqa": 0.2188, "infovqa": 0.0305, "textvqa": 0.0042, "scienceqa_image": 0.0027, "ocrvqa": 0.0018, "stvqa": 0.0006, "tabmwp": 0.0003 }, "table_lookup": { "tatqa": 0.3047, "hitab": 0.2792, "docvqa": 0.2295, "tabmwp": 0.153, "multihiertt": 0.0229, "infovqa": 0.0085, "scienceqa_image": 0.0013, "visualmrc": 0.0004, "stvqa": 0.0004 }, "document_text_reading": { "docvqa": 0.4998, "ocrvqa": 0.3369, "visualmrc": 0.1014, "textvqa": 0.0408, "stvqa": 0.0127, "infovqa": 0.0075, "tatqa": 0.0009 }, "key_information_extraction": { "cord": 0.5085, "sroie": 0.3849, "funsd": 0.0968, "docvqa": 0.0085, "infovqa": 0.0007, "visualmrc": 0.0007 } }, "source_cap": { "chart_reasoning": 0.5, "table_reasoning": 0.5, "diagram_and_infographic_understanding": 0.75, "scene_text_recognition": 0.5, "chart_reading": 0.5, "document_qa": 0.5, "table_lookup": 0.5, "document_text_reading": 0.5, "key_information_extraction": 0.75 }, "template_top_share": { "chart_reasoning": 0.0572, "table_reasoning": 0.0182, "diagram_and_infographic_understanding": 0.0043, "scene_text_recognition": 0.011, "chart_reading": 0.0108, "document_qa": 0.0048, "table_lookup": 0.0187, "document_text_reading": 0.015, "key_information_extraction": 0.3842 }, "relaxed": { "diagram_and_infographic_understanding": [ "source_cap", "per_image_cap", "template_cap" ], "key_information_extraction": [ "source_cap", "per_image_cap", "template_cap" ] }, "redistributed": { "chart_reasoning": 1346, "table_reasoning": 1324, "scene_text_recognition": 537, "chart_reading": 351, "document_qa": 300, "table_lookup": 213, "document_text_reading": 193 } }, "parity": { "source_uniform": { "rows": 60048, "images": 24688, "sources": 20, "repeat_rate": 0.0, "mean_q_chars": 103.3, "mean_a_chars": 31.0 }, "capability_guided": { "rows": 59999, "images": 34303, "sources": 20, "repeat_rate": 0.0, "mean_q_chars": 115.6, "mean_a_chars": 59.4 } }, "arm_a_capability_audit": { "chart_reading": 5399, "chart_reasoning": 12892, "object_recognition": 1134, "world_and_commonsense_knowledge": 5466, "expert_discipline_knowledge": 836, "sparse_counting": 1916, "diagram_and_infographic_understanding": 1536, "entity_knowledge": 585, "scene_text_recognition": 13846, "key_information_extraction": 1060, "document_text_reading": 5166, "document_qa": 2023, "handwriting_recognition": 77, "table_lookup": 2036, "table_reasoning": 5249, "table_structure_recovery": 70, "geometry": 594, "arithmetic_and_algebra": 151, "None": 8, "text_localization": 1, "formula_recognition": 3 } }