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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 · pagenrcj0037_9.png

Who is the R&D customer for the project "Water on Tobacco" ?

OCR text of the page · 842 characters; the scanned image itself is not published
Appendix LIB
Methods Development Two-Year Project Plan
R&D
DURATION PROJECT
PROJECTS TO BE DELEGATED OR DROPPED
CUSTOMER
PRIORITY
MONTHS
LEADER
1. Replace Flex Tester
METH DEV
1.0
FY
2. Water on Tobacco
METH DEV
2.0
TVE
3. Develop Filter Hardness Method
AM
2. 1
FY
4. RAA Starch on Tobacco
METH DEV
3.0
NMD3
5. R&D Smoke vs ISO Method for H20/Nicotine
KMW
4.0
NMD2
6. RAA Inorganic lons
METH DEV
4.0
NMD3
7. Develop Filter Hardness Method
KRK
6.0
FY
8. Develop Hot Collapse Hardness Method
KRK
7.0
NMD 2
9. Water Activity on Snuff
RRB
9.0
TVB.
10. Instron Tob. Firmness/Fill Value
AM
10.0
8
FY
11. RAA Organic Tobacco Acids
RRB
12.0
12
NMD3
12. HPLC Methoprene Method for Tobacco
RRB
13.0
4
TVB
* NMD1 = STH Replacement
* NMD2 = Robotics/Analytical Chemist
* NMD3 = VLG Replacement
Source: https://www.industrydocuments.ucsf.edu/docs/nrcj0037
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
METH DEV
Models
4 of 4 columns · click a model to add or remove it

Ours

Wrong

FY

2 characters2 tokens

Aux 2015

Wrong

R&D

3 characters3 tokens

PiT-FT 2015

Wrong

Empty response.

0 characters

ChronoGPT 2015

Wrong
Methoprene Method for Tobacco
Methoprene Method for Tobacco
Methoprene Method for Tobacco

The same 30-character fragment repeats 7 times until the token limit. Showing the first three.

239 characters64 tokens