AmazonScience/document-haystack
Document Haystack Dataset This repository contains the dataset for the paper “Document Haystack: A Long Context Multimodal Image/Document Understanding Vision LLM Benchmark”. 📑 Abstract Paper The proliferation of multimodal Large Language Models has significantly advanced the ability to analyze and understand complex data inputs from different modalities. However, the processing of long documents remains under-explored, largely due to a lack of suitable… See the full description on the dataset page: https://huggingface.co/datasets/AmazonScience/document-haystack.
2089k
1Consolidated Financial Statements2Consolidated Statement of Income3in € m. Notes 2023 20224Management fees income 3,563 3,719 5Management fees expense 1,248 1,263 6Net management fees 6 2,315 2,456 7Performance and transaction fee income 132 134 8Performance and transaction fee expense 4 8 9Net performance and transaction fees 6 128 125 10Net commissions and fees from asset management 6 2,443 2,582 11Interest and similar income12113 117 39 14Interest expense 14 18 15Net interest income 103 21 16Net gains (losses) on financial assets/liabilities at fair value through 17profit or loss18219 113 (185) 20Net income (loss) from equity method investments 11 42 66 21Provision for credit losses 0 (1) 22Other income (loss)23224 (88) 228 25Total net interest and non-interest income 2,614 2,712 26Compensation and benefits 19 865 846 27General and administrative expenses 7, 14 972 933 28Impairment of goodwill and impairment/(impairment reversal) of 29other intangible assets 12 0 68 30Total non-interest expenses 1,837 1,847 31Profit (loss) before tax 777 866 32Income tax expense 20 224 271 33Net income (loss) 553 595 34Attributable to: 35Non-controlling interests 2 1 36DWS shareholders 552 594 37138 Interest and similar income includes € 95 million for 2023 and € 21 million for 2022, calculated based on effective 39interest method.40241Net gains (losses) on financial assets/liabilities at fair value through profit or loss is mainly attributable to trading 42assets held by guaranteed funds of € 111 million for 2023 (€ (186) million for 2022). This is offset by income (loss) from 43liabilities held by guaranteed funds of € (111) million for 2023 (€ 186 million for 2022) shown in other income. DWS 44Group has no shares in these funds. Other income includes a sales gain of € 30 million for 2022 from the transfer of 45the digital investment platform to MorgenFund GmbH.46Consolidated Statement of Comprehensive Income47in € m. 2023 202248Net income (loss) recognised in the income statement 553 595 49Other comprehensive income:50Items that will not be reclassified to profit or loss:51Remeasurement gains (losses) related to defined benefit plans, before tax (7) 58 52Income tax expense (benefit) related to items that will not be reclassified to profit 53or loss (2) 19 54Items that are or may be reclassified to profit or loss:55Financial assets mandatory at fair value through other comprehensive income56Unrealized net gains (losses) arising during the period, before tax 3 (73) 57Equity method investments58Net gains (losses) arising during the period 0 0 59Foreign currency translation60Unrealized net gains(losses) arising during the period, before tax (140) 195 61Realized net gains (losses) arising during the period (reclassified to profit or 62loss), before tax 0 0 63Income tax expense (benefit) related to items that are or may be reclassified to 64profit or loss 1 (23) 65Total other comprehensive income (loss), net of tax (143) 185 66Total comprehensive income (loss), net of tax 410 780 67Attributable to:68Non-controlling interests 2 1 69DWS shareholders 409 779 Earnings per Common Share70Notes 2023 202271Earnings per common share:72Basic 8 € 2.76 € 2.9773Diluted 8 € 2.76 € 2.9774Number of common shares (in million) 18 200 200 75 76To our 77Shareholders78Summarised 79Management Report80Consolidated 81Financial Statements Compensation Report Corporate Govern-82ance Statement83Supplementary 84Information DWS 2023 Annual Report85 86Consolidated Financial Statements8773 Consolidated Statement of Income88The secret object #3 is a "fork".