Output Explorer

Every prompt in the paper, and what each model wrote back.

Answer a question about a scanned page from its OCR text. Scored by exact match and ANLS against the accepted answers.

13 of 5,330 prompts

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PromptDocVQA · pageqjvj0224_2.png

What is the issue at the top of the pyramid?

OCR text of the page · 1,263 characters; the scanned image itself is not published
July 31, 2003
Consumer Relations Efficiency Team
Team:
Nancy Bowland
Sharonda McMurray
Veronica Walton
Gary Hicks
Nancy Montgomery
Yvette Willard
Todd Holbrook
Brice O'Brien
Cindi Hunter
Donna Walkup
Objective:
Balance cost efficiency with quality customer service
Our Process:
Examined Consumer Relations cost structure:
West Interactive - Automation
- AT&T
Bellomy - Live Rep
- Brand Chargebacks
YA - Live Rep
- Vertis
Ghostwriters
Reasons for Consumer Contact:
%
Request Catalog/Order Form
55%
Order Status
19%
Mailing List Request (add, change, update add, target change)
14%
Promotional Questions (lists, seals/c-notes questions, terms, Web issues, etc.)
5%
Product Issues
4%
Non-receipt DM, conversion, fulfillment
1%
ELP Issues - card request, statement issues
1%
Other
1%
Conducted a zero-based planning exercise - Hierarchy of Importance for Live Rep Support
Non-Critical
Retailer calls/
other issues
Live Rep
Catalog/order form requests
Access
Promotional program issues
order status, complaints)
Brand product/packaging changes
Mailing list additions/Database updates
Critical
Product Quality/Liability Issues
. Examined 4 levels of service options ranging from $1.IMM to $6. IMM.
52975 1217
Source: https://www.industrydocuments.ucsf.edu/docs/qjvj0224
System prompt · identical for every setup
Answer the question using only the OCR text from a single document page. Return only the answer, with no explanation. Preserve the answer wording from the OCR text when possible.
Expected answer
Retailer calls/Other issuesRetailer calls/ Other issues
Models
4 of 4 columns · click a model to add or remove it

Ours

Wrong

Product Quality/Liability Issues

32 characters6 tokens

Aux 2015

Wrong

The issue at the top of the pyramid is the need to balance cost efficiency with quality customer service.

105 characters21 tokens

PiT-FT 2015

Wrong

<|<assistant|> <|<assistant|> <|<assistant|> <|<assistant|> <|<assistant|> <|<assistant|> <|<assistant|> <|<assistant|>

120 characters64 tokens

ChronoGPT 2015

Wrong

Customer Relations Efficiency Team Team: Nancy Bowland Sharonda McMurray Veronica Walton Gary Hicks Donna Walkup Yvette Willard Todd Holbrook Brice O'Brien Cindi Hunter Objective: Balance cost efficiency with quality customer service Our

237 characters64 tokens