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.
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1Pay Versus Performance2As required by Item 402(v) of Regulation S-K, we are providing the following table and related disclosures. 3Year(1)4Summary5Comp6Table 7Total8for First 9CEO10($)11Summary12Comp13Table 14Total15for 16Second 17CEO18($)19Comp20Actually 21Paid22to First 23CEO24($)25Comp 26Actually 27Paid to 28Second 29CEO 30($)31Average32Summary33Comp34Table Total35for Non-36CEO37Named38Executive39Officers40($)41Average42Comp43Actually 44Paid45to Non-CEO46Named47Executive48Officers49($)50Value of Initial Fixed $10051Investment Based on:52 Net 53Income54(millions)55($)56Adjusted 57Operating 58Profit(3) 59(millions)60($)61Total62Shareholder63Return64($)65Peer Group(2)66Total 67Shareholder68Return69($)702023 N/A 23,390,051 N/A 15,171,604 7,631,274 4,457,788 152.66 146.74 6,708 9,873 712022 N/A 18,965,201 N/A 13,072,062 6,714,395 5,141,166 162.33 131.11 11,548 13,853 722021 N/A 27,620,893 N/A 43,250,361 10,489,120 19,573,719 193.56 152.83 12,890 13,144 732020 5,842,130 3,772,910 37,662,113 13,337,679 5,454,192 11,181,872 147.28 118.18 1,343 8,718 74(1) In both 2023 and 2022, Carol Tomé was the CEO and the Non-CEO NEOs were Brian Newman, Nando Cesarone, Kate Gutmann and 75Bala Subramanian; in 2021, Carol Tomé was the CEO and the Non-CEO NEOs were Brian Newman, Scott Price, Nando Cesarone and 76Kate Gutmann; and in 2020 the CEOs were David Abney (First CEO) and Carol Tomé (Second CEO), and the Non-CEO NEOs were 77Brian Newman, Nando Cesarone, Kate Gutmann, Juan Perez and George Willis. 78(2) Our peer group is represented by the Dow Jones Transportation Average.79(3) In accordance with SEC rules, we are required to include in the above table the most important financial performance measure (not 80otherwise required to be disclosed in the table) used to link compensation actually paid to our named executive officers for 2023 to 81Company performance. We consider this measure to be Adjusted Operating Profit, which is calculated by excluding the following 82items from Operating Profit determined in accordance with GAAP: for 2023, one-time compensation representing a payment to 83certain U.S.-based non-union part-time supervisors, goodwill and other asset impairment charges, and transformation and other 84adjustments; for 2022, a one-time non-cash expense related to stock-based awards that were accelerated to fully vest in 2022 in 85connection with a change in incentive compensation program design, a one-time non-cash charge reflecting a reduction in the 86estimated residual value of fully-depreciated MD-11 aircraft, and transformation and other adjustments; and for each of 2021 and 872020, transformation and other adjustments.88CEO SCT Total to CAP Reconciliation89Year90Summary91Compensation92Table Total for93CEO94($)95Deductions from96SCT Total(1)97($)98Additions to SCT99Total(2)100($)101Compensation102Actually Paid103($)1042023 23,390,051 20,274,954 12,056,507 15,171,6041052022 18,965,201 16,275,515 10,382,376 13,072,0621062021 27,620,893 24,795,449 40,424,917 43,250,3611072020(3) 3,772,910 2,958,822 12,523,591 13,337,6791085,842,130 3,192,625 35,012,608 37,662,113109(1) Represents the grant-date fair value of stock awards granted during the year (2023: $18,916,192, 2022: $15,046,968, 2021: 110$23,670,426, 2020: Carol Tomé $1,833,812 and David Abney $1,411,585), the grant-date fair value of option awards granted 111during the year (2023: $1,358,762, 2022: $1,228,547, 2021: $1,125,023, 2020: Carol Tomé $1,125,010 and David Abney 112$1,153,237) and the aggregate change in the actuarial present value of accumulated benefits under pension plans (2023: $—, 2022: 113$—, 2021: $—, 2020: Carol Tomé $— and David Abney $627,803).114(2) Represents the service cost for defined benefit pension plans (2023: $—, 2022: $—, 2021: $—, 2020: Carol Tomé $— and David 115Abney $234,743) and the value of equity awards calculated using the required methodology for determining CAP, as further detailed 116in the table below.117(3) In 2020 the CEOs were Carol Tomé (first row) and David Abney (second row).11858119 120Notice of Annual Meeting of Shareowners and 2024 Proxy Statement121The secret animal #4 is a "turtle".