Datasets:
Tasks:
Document Question Answering
Size:
n<1K
Tags:
benchmark
document-ai
information-extraction
structured-extraction
key-information-extraction
ocr
License:
| { | |
| "benchmark": { | |
| "name": "DocuBench", | |
| "version": "0.1.0", | |
| "doc_count": 50, | |
| "metric": "macro_average_field_accuracy" | |
| }, | |
| "engine_display_names": { | |
| "claude": "Claude", | |
| "docupipe_high": "DocuPipe high", | |
| "docupipe_standard": "DocuPipe standard", | |
| "extend": "Extend", | |
| "gemini": "Gemini", | |
| "gpt": "GPT" | |
| }, | |
| "aggregates": { | |
| "claude": 0.9032597450724702, | |
| "docupipe_high": 0.9756010761615354, | |
| "docupipe_standard": 0.9630979254504501, | |
| "extend": 0.9110939031697707, | |
| "gemini": 0.9579750803411572, | |
| "gpt": 0.9354159088285791 | |
| }, | |
| "breakdowns": { | |
| "ftype": [ | |
| { | |
| "value": "csv", | |
| "doc_count": 1, | |
| "claude": 0.9, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 0.9857142857142858, | |
| "extend": 0.5396825396825397, | |
| "gemini": 1.0, | |
| "gpt": 0.9857142857142858 | |
| }, | |
| { | |
| "value": "docx", | |
| "doc_count": 1, | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 0.8333333333333334, | |
| "gemini": 0.9629629629629629, | |
| "gpt": 0.8333333333333334 | |
| }, | |
| { | |
| "value": "html", | |
| "doc_count": 1, | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "value": "jpeg", | |
| "doc_count": 4, | |
| "claude": 0.6535365608373417, | |
| "docupipe_high": 0.9743455497382199, | |
| "docupipe_standard": 1.0, | |
| "extend": 0.8029137606772159, | |
| "gemini": 0.9769932463581044, | |
| "gpt": 0.9598354231974922 | |
| }, | |
| { | |
| "value": "pdf", | |
| "doc_count": 37, | |
| "claude": 0.937385571458486, | |
| "docupipe_high": 0.9707181057894224, | |
| "docupipe_standard": 0.9552956063445976, | |
| "extend": 0.9237730232194886, | |
| "gemini": 0.9578341247793555, | |
| "gpt": 0.9296366466452303 | |
| }, | |
| { | |
| "value": "png", | |
| "doc_count": 1, | |
| "claude": 0.9655748663101604, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 0.9769385026737968, | |
| "gpt": 0.7634692513368985 | |
| }, | |
| { | |
| "value": "tiff", | |
| "doc_count": 1, | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 0.8571428571428571, | |
| "extend": 0.9523809523809523, | |
| "gemini": 0.95, | |
| "gpt": 0.9523809523809523 | |
| }, | |
| { | |
| "value": "txt", | |
| "doc_count": 1, | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 0.8888888888888888, | |
| "gemini": 1.0, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "value": "xlsx", | |
| "doc_count": 1, | |
| "claude": 0.0, | |
| "docupipe_high": 0.9661016949152542, | |
| "docupipe_standard": 0.9661016949152542, | |
| "extend": 0.9491525423728815, | |
| "gemini": 0.6610169491525423, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "value": "xml", | |
| "doc_count": 2, | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 1.0 | |
| } | |
| ], | |
| "lang": [ | |
| { | |
| "value": "ar", | |
| "doc_count": 1, | |
| "claude": 1.0, | |
| "docupipe_high": 0.9836065573770492, | |
| "docupipe_standard": 0.9836065573770492, | |
| "extend": 0.9836065573770492, | |
| "gemini": 0.9836065573770492, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "value": "de", | |
| "doc_count": 2, | |
| "claude": 0.5843527388847949, | |
| "docupipe_high": 0.9399954473025267, | |
| "docupipe_standard": 0.9782608695652174, | |
| "extend": 0.7607417065044183, | |
| "gemini": 0.9869565217391305, | |
| "gpt": 0.9869565217391305 | |
| }, | |
| { | |
| "value": "en", | |
| "doc_count": 33, | |
| "claude": 0.9294437665834829, | |
| "docupipe_high": 0.9886944254142424, | |
| "docupipe_standard": 0.9684380559280938, | |
| "extend": 0.9438995193785481, | |
| "gemini": 0.9702680014421176, | |
| "gpt": 0.9450950296947482 | |
| }, | |
| { | |
| "value": "es", | |
| "doc_count": 1, | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "value": "fr", | |
| "doc_count": 1, | |
| "claude": 0.8418367346938775, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 0.9551374819102749, | |
| "extend": 0.8098159509202455, | |
| "gemini": 0.9464544138929087, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "value": "he", | |
| "doc_count": 6, | |
| "claude": 0.7894212784939736, | |
| "docupipe_high": 0.8944922852065669, | |
| "docupipe_standard": 0.8906098435684644, | |
| "extend": 0.7234977592671714, | |
| "gemini": 0.8635959646785611, | |
| "gpt": 0.8379461937883121 | |
| }, | |
| { | |
| "value": "it", | |
| "doc_count": 1, | |
| "claude": 1.0, | |
| "docupipe_high": 0.9735054347826086, | |
| "docupipe_standard": 0.9735054347826086, | |
| "extend": 0.9429347826086957, | |
| "gemini": 0.951766304347826, | |
| "gpt": 0.9646739130434783 | |
| }, | |
| { | |
| "value": "ja", | |
| "doc_count": 2, | |
| "claude": 0.8843316584218528, | |
| "docupipe_high": 0.9867357076525486, | |
| "docupipe_standard": 0.992005076142132, | |
| "extend": 0.9035918797392992, | |
| "gemini": 0.9393692203069186, | |
| "gpt": 0.9368311492409289 | |
| }, | |
| { | |
| "value": "nl", | |
| "doc_count": 1, | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 0.7671232876712328 | |
| }, | |
| { | |
| "value": "pt", | |
| "doc_count": 1, | |
| "claude": 0.975609756097561, | |
| "docupipe_high": 0.975609756097561, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 0.963855421686747, | |
| "gpt": 0.975609756097561 | |
| }, | |
| { | |
| "value": "zh", | |
| "doc_count": 1, | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 1.0 | |
| } | |
| ] | |
| }, | |
| "per_doc": [ | |
| { | |
| "doc_id": "1ZVqiyJZ", | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "doc_id": "45xidifn", | |
| "claude": 0.8029272762345684, | |
| "docupipe_high": 0.9894612630208334, | |
| "docupipe_standard": 1.0, | |
| "extend": 0.9000771604938274, | |
| "gemini": 0.9028501157407409, | |
| "gpt": 0.9028501157407409 | |
| }, | |
| { | |
| "doc_id": "4kVtTRoL", | |
| "claude": 0.9214285714285714, | |
| "docupipe_high": 0.9976190476190476, | |
| "docupipe_standard": 1.0, | |
| "extend": 0.9976190476190476, | |
| "gemini": 0.919047619047619, | |
| "gpt": 0.8666666666666667 | |
| }, | |
| { | |
| "doc_id": "5YJaBbNg", | |
| "claude": 0.975609756097561, | |
| "docupipe_high": 0.975609756097561, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 0.963855421686747, | |
| "gpt": 0.975609756097561 | |
| }, | |
| { | |
| "doc_id": "5ukZftw0", | |
| "claude": 0.0, | |
| "docupipe_high": 0.9661016949152542, | |
| "docupipe_standard": 0.9661016949152542, | |
| "extend": 0.9491525423728815, | |
| "gemini": 0.6610169491525423, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "doc_id": "62PhJTyf", | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 0.7671232876712328 | |
| }, | |
| { | |
| "doc_id": "7ZhgzAzp", | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 0.8571428571428571, | |
| "extend": 0.9523809523809523, | |
| "gemini": 0.95, | |
| "gpt": 0.9523809523809523 | |
| }, | |
| { | |
| "doc_id": "97uZroyv", | |
| "claude": 0.9620853080568721, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 0.9620853080568721 | |
| }, | |
| { | |
| "doc_id": "B0nA2c30", | |
| "claude": 0.9655748663101604, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 0.9769385026737968, | |
| "gpt": 0.7634692513368985 | |
| }, | |
| { | |
| "doc_id": "BnftpXVQ", | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "doc_id": "C7fe2lau", | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "doc_id": "DtfW60lS", | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "doc_id": "ENoM9faK", | |
| "claude": 0.8635820895522388, | |
| "docupipe_high": 0.9476923076923077, | |
| "docupipe_standard": 0.804, | |
| "extend": 0.7953846153846155, | |
| "gemini": 1.0, | |
| "gpt": 0.8447761194029851 | |
| }, | |
| { | |
| "doc_id": "Eet2wW3x", | |
| "claude": 1.0, | |
| "docupipe_high": 0.9836065573770492, | |
| "docupipe_standard": 0.9836065573770492, | |
| "extend": 0.9836065573770492, | |
| "gemini": 0.9836065573770492, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "doc_id": "FiFgt4a6", | |
| "claude": 0.8571428571428571, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 0.7619047619047619, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "doc_id": "GW7i2xbM", | |
| "claude": 0.9354838709677419, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 0.9117647058823529, | |
| "gemini": 0.9354838709677419, | |
| "gpt": 0.9354838709677419 | |
| }, | |
| { | |
| "doc_id": "IPm0MkgQ", | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "doc_id": "J6buHXQ4", | |
| "claude": 0.929443359375, | |
| "docupipe_high": 0.9546126471393375, | |
| "docupipe_standard": 0.951444018614837, | |
| "extend": 0.6278760656338802, | |
| "gemini": 0.9029755507791509, | |
| "gpt": 0.9250718578521033 | |
| }, | |
| { | |
| "doc_id": "KpewWz3R", | |
| "claude": 0.9620000000000001, | |
| "docupipe_high": 0.9861818181818183, | |
| "docupipe_standard": 0.9620000000000001, | |
| "extend": 0.9493333333333331, | |
| "gemini": 0.9620000000000001, | |
| "gpt": 0.8853333333333334 | |
| }, | |
| { | |
| "doc_id": "LYeb3G3s", | |
| "claude": 0.9807692307692307, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 0.9807692307692307, | |
| "gemini": 1.0, | |
| "gpt": 0.9807692307692307 | |
| }, | |
| { | |
| "doc_id": "M66HZlWT", | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "doc_id": "NNaGgwE5", | |
| "claude": 0.9775280898876404, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 0.9778491171749598, | |
| "extend": 0.9775280898876404, | |
| "gemini": 0.9887640449438202, | |
| "gpt": 0.7857142857142856 | |
| }, | |
| { | |
| "doc_id": "NlWTPen5", | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "doc_id": "OayFbGlG", | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 0.9444444444444444, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "doc_id": "Oe7iRM1G", | |
| "claude": 0.8418367346938775, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 0.9551374819102749, | |
| "extend": 0.8098159509202455, | |
| "gemini": 0.9464544138929087, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "doc_id": "PSU5pciM", | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "doc_id": "PYhFptk3", | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 0.8888888888888888, | |
| "gemini": 1.0, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "doc_id": "QxoQ6zgn", | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "doc_id": "SBR9L7Y8", | |
| "claude": 0.4482758620689655, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 0.4482758620689655, | |
| "gemini": 0.9310344827586207, | |
| "gpt": 0.8620689655172413 | |
| }, | |
| { | |
| "doc_id": "SkD8Lz8o", | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 0.8857142857142857 | |
| }, | |
| { | |
| "doc_id": "UnG6cLfP", | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 0.9131313131313131, | |
| "gemini": 0.9393939393939394, | |
| "gpt": 0.9696969696969697 | |
| }, | |
| { | |
| "doc_id": "WnxX1Buq", | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 0.8484848484848485, | |
| "gemini": 1.0, | |
| "gpt": 0.975 | |
| }, | |
| { | |
| "doc_id": "WxP8Tqgf", | |
| "claude": 1.0, | |
| "docupipe_high": 0.9735054347826086, | |
| "docupipe_standard": 0.9735054347826086, | |
| "extend": 0.9429347826086957, | |
| "gemini": 0.951766304347826, | |
| "gpt": 0.9646739130434783 | |
| }, | |
| { | |
| "doc_id": "XhJyv5mb", | |
| "claude": 0.991304347826087, | |
| "docupipe_high": 0.9826086956521739, | |
| "docupipe_standard": 0.9565217391304348, | |
| "extend": 0.7350427350427351, | |
| "gemini": 0.9739130434782609, | |
| "gpt": 0.9739130434782609 | |
| }, | |
| { | |
| "doc_id": "ZN6HbuKp", | |
| "claude": 0.9, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 0.9857142857142858, | |
| "extend": 0.5396825396825397, | |
| "gemini": 1.0, | |
| "gpt": 0.9857142857142858 | |
| }, | |
| { | |
| "doc_id": "ZXlksSpk", | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "doc_id": "bjBNmyNw", | |
| "claude": 1.0, | |
| "docupipe_high": 0.9523809523809523, | |
| "docupipe_standard": 0.9523809523809523, | |
| "extend": 0.9761904761904762, | |
| "gemini": 1.0, | |
| "gpt": 0.6428571428571429 | |
| }, | |
| { | |
| "doc_id": "eKzY7gEA", | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "doc_id": "iTruRDrG", | |
| "claude": 0.6285714285714286, | |
| "docupipe_high": 0.8, | |
| "docupipe_standard": 0.8, | |
| "extend": 0.6153846153846154, | |
| "gemini": 1.0, | |
| "gpt": 0.9818181818181818 | |
| }, | |
| { | |
| "doc_id": "jlKc8eVi", | |
| "claude": 0.9657360406091371, | |
| "docupipe_high": 0.9840101522842638, | |
| "docupipe_standard": 0.9840101522842638, | |
| "extend": 0.9071065989847712, | |
| "gemini": 0.9758883248730964, | |
| "gpt": 0.9708121827411168 | |
| }, | |
| { | |
| "doc_id": "nESapyAA", | |
| "claude": 0.9090909090909091, | |
| "docupipe_high": 0.9545454545454546, | |
| "docupipe_standard": 0.9545454545454546, | |
| "extend": 1.0, | |
| "gemini": 0.9090909090909091, | |
| "gpt": 0.9090909090909091 | |
| }, | |
| { | |
| "doc_id": "phovuuuk", | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 0.9615384615384616, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "doc_id": "pw8elPW9", | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 0.8333333333333334, | |
| "gemini": 0.9629629629629629, | |
| "gpt": 0.8333333333333334 | |
| }, | |
| { | |
| "doc_id": "qQUPWQNA", | |
| "claude": 0.7997175404289664, | |
| "docupipe_high": 0.7633511651101644, | |
| "docupipe_standard": 0.7814195882504955, | |
| "extend": 0.7370568501224051, | |
| "gemini": 0.7347711417389827, | |
| "gpt": 0.7481120969362851 | |
| }, | |
| { | |
| "doc_id": "qoSTXgNE", | |
| "claude": 0.65, | |
| "docupipe_high": 0.6944444444444444, | |
| "docupipe_standard": 0.65625, | |
| "extend": 0.6944444444444444, | |
| "gemini": 0.7407407407407407, | |
| "gpt": 0.75 | |
| }, | |
| { | |
| "doc_id": "tLFa76nQ", | |
| "claude": 0.729008733231296, | |
| "docupipe_high": 0.9769402178806157, | |
| "docupipe_standard": 0.9469177319495793, | |
| "extend": 0.8760504374255554, | |
| "gemini": 0.7477221571981637, | |
| "gpt": 0.7933833682241328 | |
| }, | |
| { | |
| "doc_id": "vBIz5dut", | |
| "claude": 0.9884692513368983, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 0.9769385026737968, | |
| "gemini": 0.9769385026737968, | |
| "gpt": 0.9772727272727273 | |
| }, | |
| { | |
| "doc_id": "wVafMvAC", | |
| "claude": 0.17740112994350282, | |
| "docupipe_high": 0.8973821989528795, | |
| "docupipe_standard": 1.0, | |
| "extend": 0.7864406779661015, | |
| "gemini": 1.0, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "doc_id": "yTRFKVPx", | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 1.0 | |
| }, | |
| { | |
| "doc_id": "zKibU88u", | |
| "claude": 1.0, | |
| "docupipe_high": 1.0, | |
| "docupipe_standard": 1.0, | |
| "extend": 1.0, | |
| "gemini": 1.0, | |
| "gpt": 1.0 | |
| } | |
| ] | |
| } | |