GLM 4.6v

68.0% (51/75)

Passed

12.37s

Average Request Time

Summary

Ranked #1 on leaderboard for Web Action Understanding, Receipt Reading, Localization, Sign Understanding, CAPTCHA.

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All Prompts

(WIP) Table understanding from a web catalog

Submitted by: Roboflow

Category: Document Understanding

Time taken: 1.36s

Model answer correct?: Yes

Prompt: What is the package quantity of 90183A308? Return only a number. If SKU does not exist, return NULL.

Ground Truth: 50

Model Output: { "answer": "50" }

Background object identification

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 2.14s

Model answer correct?: Yes

Prompt: Is there a box in the background? Yes or no?

Ground Truth: Yes

Model Output: { "answer": "Yes" }

Bolts screwed in

Submitted by: Roboflow

Category: Defect Detection

Time taken: 11.24s

Model answer correct?: Yes

Prompt: Are all six bolts screwed in? Return only yes or no.

Ground Truth: Yes

Model Output: {"answer": "yes"}

Bottle on wrong shelf

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 36.65s

Model answer correct?: Yes

Prompt: Are any bottles on the wrong shelf? If yes, say the name of the brand of the bottle on the wrong shelf like Coca-Cola.

Ground Truth: Fiji

Model Output: { "answer": "Fiji" }

Circuit board understanding

Submitted by: Roboflow

Category: Object Understanding

Time taken: 2.46s

Model answer correct?: Yes

Prompt: Read the number above the left transistor. Return only the component’s reference , like “C001” for some capacitor

Ground Truth: Q101

Model Output: { "answer": "Q101" }

Coffee plants ready to farm

Submitted by: Roboflow

Category: Object Understanding

Time taken: 2.66s

Model answer correct?: Yes

Prompt: Is the coffee plant ready to farm? It is only ready to farm if the majority of berries are red. Return only yes or no.

Ground Truth: No

Model Output: { "answer": "no" }

Conveyor belt empty

Submitted by: Roboflow

Category: Object Understanding

Time taken: 13.26s

Model answer correct?: Yes

Prompt: Is the conveyor belt empty? Return either yes or no.

Ground Truth: Yes

Model Output: { "answer": "yes" }

Count number of biscuts

Submitted by: SnehitVaddi

Category: Object Counting

Time taken: 1.52s

Model answer correct?: Yes

Prompt: How many biscuts or cookies are there?

Ground Truth: 3

Model Output: { "answer": "3" }

Count solar panels

Submitted by: Roboflow

Category: Object Counting

Time taken: 3.69s

Model answer correct?: Yes

Prompt: How many rows of solar panels are in the image? Return only a number.

Ground Truth: 4

Model Output: { "answer": "4" }

Crack detection

Submitted by: Roboflow

Category: Defect Detection

Time taken: 2.00s

Model answer correct?: Yes

Prompt: How many cracks are in the wood? Return a number.

Ground Truth: 1

Model Output: { "answer": "1" }

Date picker

Submitted by: Roboflow

Category: Web Action Understanding

Time taken: 6.10s

Model answer correct?: Yes

Prompt: What date is picked on the calendar? Answer like January 1 2020

Ground Truth: November 21 2017

Model Output: {"answer": "November 21 2017"}

Defect detection: bends

Submitted by: Roboflow

Category: Defect Detection

Time taken: 14.07s

Model answer correct?: Yes

Prompt: Are there any bends in the part? Return either yes or no.

Ground Truth: Yes

Model Output: { "answer": "yes" }

Defect localization

Submitted by: Roboflow

Category: Localization

Time taken: 2.56s

Model answer correct?: Yes

Prompt: Where is the defect in the product: top, left, bottom, right, or center? Return only the location, like left center.

Ground Truth: top center

Model Output: { "answer": "top center" }

Dent detection

Submitted by: Roboflow

Category: Defect Detection

Time taken: 2.17s

Model answer correct?: Yes

Prompt: How many dents are in the image? Return only the number.

Ground Truth: 1

Model Output: { "answer": "1" }

Digital workflow and process understanding

Submitted by: Roboflow

Category: Object Understanding

Time taken: 1.63s

Model answer correct?: Yes

Prompt: List the steps in the workflow as a comma-separated list.

Ground Truth: Inputs, Llama 3.2 Vision, Outputs

Model Output: { "answer": "Inputs, Llama 3.2 Vision, Outputs" }

Find an author

Submitted by: User

Category: Document Understanding

Time taken: 1.18s

Model answer correct?: Yes

Prompt: Who transcribed this sheet music, according to the document? Answer as only the name is presented on the document.

Ground Truth: Otto Singer II

Model Output: { "answer": "Otto Singer II" }

Label verification

Submitted by: Roboflow

Category: Defect Detection

Time taken: 2.77s

Model answer correct?: Yes

Prompt: Does the juice box package show an orange eat well label? Return only yes or no.

Ground Truth: Yes

Model Output: { "answer": "yes" }

Leaf rust

Submitted by: Roboflow

Category: Defect Detection

Time taken: 13.75s

Model answer correct?: Yes

Prompt: Does the leaf show signs of leaf rust? Return only yes or no.

Ground Truth: Yes

Model Output: { "answer": "yes" }

Log on train track

Submitted by: Roboflow

Category: Object Understanding

Time taken: 2.25s

Model answer correct?: Yes

Prompt: Is there a log on the track? Return only yes or no.

Ground Truth: Yes

Model Output: { "answer": "yes" }

Maximum gross weight label on shipping container

Submitted by: Roboflow

Category: OCR

Time taken: 2.04s

Model answer correct?: Yes

Prompt: What is the max gross weight? Return only number (value in KG), without separators/decimals, like “1234”

Ground Truth: 32500

Model Output: { "answer": "32500" }

Missing chocolate location in grid

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 3.15s

Model answer correct?: Yes

Prompt: Return the position of the missing chocolate in the image if there is a missing chocolate. Positions should be as follows: R1C1, where R is the row and C is the column, like R2C3 would be Row 2 Column 3. Return only the R1C1 value and no other information. If no chocolates are missing, return R0C0.

Ground Truth: R1C4

Model Output: { "answer": "R1C4" }

Missing object on assembly line tray

Submitted by: Roboflow

Category: Object Understanding

Time taken: 14.61s

Model answer correct?: Yes

Prompt: Do any metal plates have no blue parts on top? If so, return the tray position. The position must be either 1, 2, 3, or 4. 1 is the leftmost tray. 4 is the rightmost tray. Otherwise, return NULL.

Ground Truth: 4

Model Output: { "answer": "4" }

Missing pill in pack classification

Submitted by: Roboflow

Category: Defect Detection

Time taken: 9.73s

Model answer correct?: Yes

Prompt: Are there any missing pills? Return only yes or no.

Ground Truth: Yes

Model Output: {"answer": "yes"}

Moisture on cans

Submitted by: Roboflow

Category: Defect Detection

Time taken: 2.67s

Model answer correct?: Yes

Prompt: Is there moisture on the cans? Return only yes or no.

Ground Truth: Yes

Model Output: { "answer": "yes" }

Name of item at a specified position in a list

Submitted by: Roboflow

Category: Web Action Understanding

Time taken: 1.20s

Model answer correct?: Yes

Prompt: What is the third item in the list? Return only the name of the item.

Ground Truth: null

Model Output: { "answer": "null" }

Object fallen off assembly line

Submitted by: Roboflow

Category: Object Understanding

Time taken: 2.41s

Model answer correct?: Yes

Prompt: Has a piece of crockery fallen off the assembly line? Yes or no.

Ground Truth: Yes

Model Output: { "answer": "yes" }

Object on top of another object

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 1.89s

Model answer correct?: Yes

Prompt: Is the shipping container on a truck? Return only yes or no.

Ground Truth: Yes

Model Output: { "answer": "yes" }

Object orientation

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 3.89s

Model answer correct?: Yes

Prompt: Is the item the right side up or upside down? Return only 'right side up' or 'upside down'.

Ground Truth: upside down

Model Output: { "answer": "upside down" }

Part number reading

Submitted by: Roboflow

Category: OCR

Time taken: 3.33s

Model answer correct?: Yes

Prompt: Return the part number.

Ground Truth: 10629101

Model Output: {"answer": "10629101"}

Point a line flattens on a graph

Submitted by: Roboflow

Category: Document Understanding

Time taken: 1.72s

Model answer correct?: Yes

Prompt: At what epoch does the line start to flatten out? Return only the epoch number, like 99.

Ground Truth: 4

Model Output: { "answer": "4" }

Read a receipt

Submitted by: Roboflow

Category: Receipt Reading

Time taken: 9.71s

Model answer correct?: Yes

Prompt: How much tax was paid? Only answer like $1.00

Ground Truth: $2.30

Model Output: {"answer": "$2.30"}

Read a screenshot of prose

Submitted by: Roboflow

Category: OCR

Time taken: 3.58s

Model answer correct?: Yes

Prompt: Read the text in the image. Return only unformatted text.

Ground Truth: I was thinking earlier today that I have gone through, to use the lingo, eras of listening to each of Swift's Eras. Meta indeed. I started listening to Ms. Swift's music after hearing the Midnights album. A few weeks after hearing the album for the first time, I found myself playing various songs on repeat. I listened to the album in order multiple times.

Model Output: { "answer": "I was thinking earlier today that I have gone through, to use the lingo, eras of listening to each of Swift's Eras. Meta indeed. I started listening to Ms. Swift's music after hearing the Midnights album. A few weeks after hearing the album for the first time, I found myself playing various songs on repeat. I listened to the album in order multiple times."}

Read a serial number

Submitted by: Roboflow

Category: OCR

Time taken: 1.78s

Model answer correct?: Yes

Prompt: What is the serial number on the tire? Answer only the serial number.

Ground Truth: 3702692432

Model Output: { "answer": "3702692432" }

Read dimensions on a floor plan

Submitted by: Roboflow

Category: Document Understanding

Time taken: 2.92s

Model answer correct?: Yes

Prompt: What are the dimensions of the living area? Return in format 11'1 X 11'1.

Ground Truth: 10'2" X 16'

Model Output: { "answer": "10'2\" X 16'" }

Reading an easy CAPTCHA

Submitted by: Roboflow

Category: CAPTCHA

Time taken: 2.29s

Model answer correct?: Yes

Prompt: Please provide the string required to pass this CAPTCHA. Do not respond with anything else. Do not include whitespace besides spaces between words.

Ground Truth: Charybdis in-dubitable

Model Output: { "answer": "Charybdis in-dubitable" }

Recycling sign understanding

Submitted by: Roboflow

Category: Sign Understanding

Time taken: 11.35s

Model answer correct?: Yes

Prompt: What plastic number is in the image? Return only the number with no leading 0s.

Ground Truth: 2

Model Output: {"answer": "2"}

Relation identification: left or right

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 13.99s

Model answer correct?: Yes

Prompt: Is the dump truck to the left or right of the wheel loader? Answer only left or right.

Ground Truth: left

Model Output: { "answer": "left" }

Relation identification: top or bottom

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 1.69s

Model answer correct?: Yes

Prompt: Is the white box on top of or below the other box? Answer with either above or below.

Ground Truth: above

Model Output: { "answer": "above" }

Retrieve article tags in order

Submitted by: Roboflow

Category: Web Action Understanding

Time taken: 2.81s

Model answer correct?: Yes

Prompt: Return the article tags in order from left to right as a comma separated list, like: tag a, tag b, tag c.

Ground Truth: Coffee, Food, Health & wellbeing, Health, Fitness, features

Model Output: { "answer": "Coffee, Food, Health & wellbeing, Health, Fitness, features" }

Roast date on a label

Submitted by: Roboflow

Category: Document Understanding

Time taken: 6.95s

Model answer correct?: Yes

Prompt: When was the coffee roasted? Return only the roast date in DD/MM/YYYY, like 01/12/2019.

Ground Truth: 08/09/2020

Model Output: {"answer": "08/09/2020"}

Scratch on metal

Submitted by: Roboflow

Category: Defect Detection

Time taken: 1.96s

Model answer correct?: Yes

Prompt: Is there a scratch on the metal? Return only yes or no.

Ground Truth: Yes

Model Output: { "answer": "yes" }

Shipping container OCR

Submitted by: Roboflow

Category: OCR

Time taken: 8.39s

Model answer correct?: Yes

Prompt: What is the horizontal ID on the container? Return only the ID.

Ground Truth: JBHU282862

Model Output: {"answer": "JBHU 282862"}

Shipping manifest reading

Submitted by: Roboflow

Category: OCR

Time taken: 13.94s

Model answer correct?: Yes

Prompt: What is the dock number? Return like AAA12.

Ground Truth: D33

Model Output: { "answer": "D33" }

Solar panel detection and colour understanding

Submitted by: Roboflow

Category: Object Understanding

Time taken: 2.29s

Model answer correct?: Yes

Prompt: Does the house with the terracotta roof have a solar panel? Yes or no.

Ground Truth: Yes

Model Output: { "answer": "yes" }

Spatial relations

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 3.79s

Model answer correct?: Yes

Prompt: What colour are the bottles in the middle? Return only the colour name.

Ground Truth: Red

Model Output: { "answer": "red" }

Supermarket shelf label reading with one item in focus

Submitted by: Roboflow

Category: OCR

Time taken: 10.47s

Model answer correct?: Yes

Prompt: How much are the wipes? Currency is GBP. Return in form 1.00, or 0.00.

Ground Truth: 0.58

Model Output: {"answer": "0.58"}

Torn receipt reading

Submitted by: Roboflow

Category: Document Understanding

Time taken: 11.81s

Model answer correct?: Yes

Prompt: What is the subtotal of the receipt? Return only the amount like $1.00 and no other text.

Ground Truth: $11.69

Model Output: {"answer": "$11.69"}

Tray in bag on assembly line

Submitted by: Roboflow

Category: Defect Detection

Time taken: 2.42s

Model answer correct?: Yes

Prompt: Is the tray in a blue bag? Return only yes or no.

Ground Truth: Yes

Model Output: { "answer": "yes" }

Unsealed box

Submitted by: Roboflow

Category: Defect Detection

Time taken: 2.81s

Model answer correct?: Yes

Prompt: Is the outer box sealed? Return yes or no.

Ground Truth: No

Model Output: { "answer": "no" }

Web form understanding: autosuggestion

Submitted by: Roboflow

Category: Web Action Understanding

Time taken: 1.31s

Model answer correct?: Yes

Prompt: What is the autosuggested word in the form?

Ground Truth: forklift

Model Output: { "answer": "forklift" }

Worker in zone

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 2.25s

Model answer correct?: Yes

Prompt: Is the worker in the safe zone (marked in yellow)? Return only yes or no.

Ground Truth: Yes

Model Output: { "answer": "yes" }

Chassis hole counting

Submitted by: Roboflow

Category: Object Understanding

Time taken: 90.71s

Model answer correct?: No

Prompt: How many holes are in the chassis? Return only a number.

Ground Truth: 4

Model Output: { "answer": "6" }

Colour of object closest to robotic arm grip

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 1.14s

Model answer correct?: No

Prompt: What is the colour of the object that, the robotic arm closest to picking up? Only return the colour.

Ground Truth: Black

Model Output: { "answer": "red" }

Count bottles

Submitted by: Roboflow

Category: Object Counting

Time taken: 15.79s

Model answer correct?: No

Prompt: How many bottles are in the image? Answer only a number

Ground Truth: 27

Model Output: { "answer": "24" }

Count the shipping containers

Submitted by: Roboflow

Category: Object Counting

Time taken: 115.77s

Model answer correct?: No

Prompt: How many shipping containers are in the image?

Ground Truth: 62

Model Output: { "answer": "24" }

Counting nodes

Submitted by: User

Category: Object Counting

Time taken: 112.48s

Model answer correct?: No

Prompt: How many vertices (marked as red or orange dots) are visible in this diagram? Present your answer as an integer like 1.

Ground Truth: 127

Model Output: { "answer": "92" }

Defect detection (no defect present)

Submitted by: Roboflow

Category: Defect Detection

Time taken: 14.73s

Model answer correct?: No

Prompt: Does the juice box have a defect? Yes or no.

Ground Truth: No

Model Output: { "answer": "Yes" }

Glass rim crack

Submitted by: Roboflow

Category: Defect Detection

Time taken: 4.91s

Model answer correct?: No

Prompt: Is the glass rim cracked? Answer only yes or no.

Ground Truth: Yes

Model Output: {"answer": "no"}

Item hanging off assembly line

Submitted by: Roboflow

Category: Object Detection

Time taken: 13.55s

Model answer correct?: No

Prompt: Is the candy bar hanging off the assembly line? Return only yes or no.

Ground Truth: Yes

Model Output: { "answer": "no" }

Measure a sticker

Submitted by: Roboflow

Category: Object Measurement

Time taken: 4.21s

Model answer correct?: No

Prompt: How wide is the sticker in inches? Return only a real number with 1 decimal value, like “12.3” for 12.3 inches

Ground Truth: 3.5

Model Output: { "answer": "3.0" }

Missing boxes on pallet

Submitted by: Roboflow

Category: Object Understanding

Time taken: 79.96s

Model answer correct?: No

Prompt: How many boxes are missing? Return only a number.

Ground Truth: 1

Model Output:

Missing part in box

Submitted by: Roboflow

Category: Defect Detection

Time taken: 5.30s

Model answer correct?: No

Prompt: How many parts are missing? Return only a number.

Ground Truth: 1

Model Output: { "answer": "0" }

Object counting

Submitted by: Roboflow

Category: Object Counting

Time taken: 53.19s

Model answer correct?: No

Prompt: How many empty spaces are on the bottom shelf? Return only a number.

Ground Truth: 3

Model Output: {"answer": "2"}

Object differentiation

Submitted by: Roboflow

Category: Object Detection

Time taken: 2.79s

Model answer correct?: No

Prompt: Does the container contain screws or bolts or nuts?

Ground Truth: bolts

Model Output: { "answer": "Yes, the container contains bolts (and possibly screws or nuts, as the visible fasteners are bolts)." }

Object overlapping

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 5.78s

Model answer correct?: No

Prompt: How many screws are overlapping? Return only a number, like 1 or 2.

Ground Truth: 4

Model Output: { "answer":

Pallet stacking

Submitted by: Roboflow

Category: Object Counting

Time taken: 4.75s

Model answer correct?: No

Prompt: How many pallet are stacked?

Ground Truth: 13

Model Output: { "answer": "8" }

Proximity to a forklift

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 15.88s

Model answer correct?: No

Prompt: Is there a person next to the forklift? Yes or no.

Ground Truth: Yes

Model Output: { "answer": "no" }

Read barcode ID on circuit board

Submitted by: Roboflow

Category: OCR

Time taken: 2.70s

Model answer correct?: No

Prompt: What is the ID on the barcode? Return only the ID text.

Ground Truth: T074802630B2

Model Output: { "answer": "T074802030B2" }

Rebar counting

Submitted by: Roboflow

Category: Object Counting

Time taken: 57.26s

Model answer correct?: No

Prompt: How many rebar ends are visible? Answer only a number.

Ground Truth: 65

Model Output: { "answer": "50" }

Robotic arm grip orientation

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 3.86s

Model answer correct?: No

Prompt: Is the robotic arm grip pointing down, at a left angle, or at a right angle? Return down right or left.

Ground Truth: down

Model Output: { "answer": "right" }

Robotic arm not over conveyor belt

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 2.17s

Model answer correct?: No

Prompt: Is the robotic arm over the conveyor belt? Return only yes or no.

Ground Truth: No

Model Output: { "answer": "yes" }

Seal verification

Submitted by: Roboflow

Category: Defect Detection

Time taken: 1.55s

Model answer correct?: No

Prompt: Is the bottle top properly sealed onto the bottle? Return only yes or no.

Ground Truth: No

Model Output: { "answer": "yes" }

Supermarket shelf label reading with two items in focus

Submitted by: Roboflow

Category: OCR

Time taken: 13.40s

Model answer correct?: No

Prompt: How much are the wipes? Currency is GBP. Return in form 1.00, or 0.00.

Ground Truth: 0.58

Model Output: { "answer": "0.75" }

Total Credits in Fall 2015

Submitted by: Jayesh

Category: Document Understanding

Time taken: 3.02s

Model answer correct?: No

Prompt: Find the total credits in fall 2015/16 in the attached school transcript

Ground Truth: 12

Model Output: { "answer": "8.00" }

Truck in bay

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 14.08s

Model answer correct?: No

Prompt: Is the Scania truck in the bay? Return either yes or no.

Ground Truth: No

Model Output: { "answer": "yes" }