Claude 4 Sonnet

70.73% (58/82)

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Summary

Ranked #1 on leaderboard for Web Action Understanding, Receipt Reading, Object Detection, Sign Understanding, Color Identification, CAPTCHA.

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All Prompts

Annotations that do not fully enclose an object

Submitted by: Roboflow

Category: Annotation Understanding

Time taken: 12.90s

Model answer correct?: Yes

Prompt: How many annotations do not fully surround an object? Return only a number.

Ground Truth: 1

Model Output: I need to count the yellow rectangular annotations and determine which ones do not fully surround an object. Looking at the image, I can see several yellow rectangular bounding boxes overlaid on what appears to be beverage cans on a production line. Let me examine each annotation: 1. There are multiple rectangular annotations of varying sizes 2. Most appear to be attempting to bound the cylindrical cans 3. I need to identify which annotations do not completely enclose/surround their target objects Examining each yellow rectangle carefully: - Some rectangles appear to fully contain cans - Some rectangles appear to only partially contain cans or extend beyond the objects - Some rectangles seem to cut off parts of the cans they're trying to annotate Counting the annotations that do not fully surround their intended objects (either cutting off part of the object or not properly containing it), I count: 3

Background object identification

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 4.56s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes, there appears to be a box in the background of the image.

Bottle on wrong shelf

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 13.84s

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: Looking at this vending machine, I can see bottles arranged on different shelves with price tags. The bottles appear to be water bottles, and I can see "FIJI" branded bottles on the top shelf. On the lower shelves, there appear to be other water bottle brands. From what I can observe, there appears to be a FIJI water bottle on one of the lower shelves (bottom shelf) mixed in with what looks like different branded water bottles. So yes, there appears to be a FIJI bottle on the wrong shelf.

Cable safety check: no cables on worktop

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 7.44s

Model answer correct?: Yes

Prompt: Are there any cables on the work top? Return only yes or no.

Ground Truth: No

Model Output: No

Cartridge colour identification

Submitted by: Roboflow

Category: Color Identification

Time taken: 23.28s

Model answer correct?: Yes

Prompt: What is the colour of the cartridge to the right side of the image?

Ground Truth: blue

Model Output: Looking at the right side of the image, I can see a blue cartridge or component.

Circuit board understanding

Submitted by: Roboflow

Category: Object Understanding

Time taken: 4.12s

Model answer correct?: Yes

Prompt: Read the number above the left transistor. Return only the number.

Ground Truth: 0101

Model Output: 0101

Coffee plants ready to farm

Submitted by: Roboflow

Category: Object Understanding

Time taken: 22.77s

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: No

Count solar panels

Submitted by: Roboflow

Category: Object Counting

Time taken: 10.05s

Model answer correct?: Yes

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

Ground Truth: 4

Model Output: 4

Crack detection

Submitted by: Roboflow

Category: Defect Detection

Time taken: 6.31s

Model answer correct?: Yes

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

Ground Truth: 1

Model Output: Looking at this wood surface, I can identify **3** distinct cracks: 1. A vertical crack running down the right side of the image 2. A diagonal crack extending from the central knot area toward the lower right 3. A smaller crack or split near the bottom portion of the wood **3**

Date picker

Submitted by: Roboflow

Category: Web Action Understanding

Time taken: 4.38s

Model answer correct?: Yes

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

Ground Truth: November 21 2017

Model Output: November 21 2017

Defect detection (no defect present)

Submitted by: Roboflow

Category: Defect Detection

Time taken: 9.03s

Model answer correct?: Yes

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

Ground Truth: No

Model Output: Yes, the juice box has a defect. The straw appears to be positioned diagonally across the package instead of being properly inserted into the designated straw hole, which would make it difficult or impossible to use normally.

Defect detection: bends

Submitted by: Roboflow

Category: Defect Detection

Time taken: 18.51s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes

Dent detection

Submitted by: Roboflow

Category: Defect Detection

Time taken: 2.40s

Model answer correct?: Yes

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

Ground Truth: 1

Model Output: 1

Digital workflow and process understanding

Submitted by: Roboflow

Category: Object Understanding

Time taken: 2.17s

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: Based on the workflow diagram shown, the steps are: Inputs, Llama 3.2 Vision, Outputs

Human proximity to robotic arm

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 6.18s

Model answer correct?: Yes

Prompt: Is there a person next to the robotic arm? Answer only yes or no.

Ground Truth: Yes

Model Output: Yes

Item hanging off assembly line

Submitted by: Roboflow

Category: Object Detection

Time taken: 13.78s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes

Label verification

Submitted by: Roboflow

Category: Defect Detection

Time taken: 10.64s

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: Yes

Leaf rust

Submitted by: Roboflow

Category: Defect Detection

Time taken: 7.85s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes

Log on train track

Submitted by: Roboflow

Category: Object Understanding

Time taken: 29.01s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes

Maximum gross weight label on shipping container

Submitted by: Roboflow

Category: OCR

Time taken: 2.91s

Model answer correct?: Yes

Prompt: What is the max gross weight?

Ground Truth: 32,500 kg

Model Output: According to the information displayed on this shipping container, the max gross weight is: **32,500 KG** (which equals 71,650 LB)

Measure a sticker

Submitted by: Roboflow

Category: Object Measurement

Time taken: 3.17s

Model answer correct?: Yes

Prompt: How wide is the sticker in inches? Return only a real number.

Ground Truth: 3.5

Model Output: 3.5

Missing chocolate location in grid

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 9.19s

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: R1C4

Missing object on assembly line tray

Submitted by: Roboflow

Category: Object Understanding

Time taken: 10.15s

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: Looking at the image, I can see 4 metal trays/plates arranged from left to right. Each tray appears to have blue components or parts placed on top of them. Examining each tray position: - Position 1 (leftmost): Has blue parts - Position 2: Has blue parts - Position 3: Has blue parts - Position 4 (rightmost): Has blue parts All four trays appear to have blue parts or components on top of them. I don't see any metal plates that are completely without blue parts. NULL

Missing part in box

Submitted by: Roboflow

Category: Defect Detection

Time taken: 25.76s

Model answer correct?: Yes

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

Ground Truth: 1

Model Output: Looking at the foam insert, I can see it's designed to hold 12 fuel injectors total - 6 in the top row and 6 in the bottom row. Currently, there are 11 fuel injectors present in the case. 1

Missing pill in pack classification

Submitted by: Roboflow

Category: Defect Detection

Time taken: 13.89s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes

Moisture on cans

Submitted by: Roboflow

Category: Defect Detection

Time taken: 16.23s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes

Name of item at a specified position in a list

Submitted by: Roboflow

Category: Web Action Understanding

Time taken: 1.80s

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: null

Object counting

Submitted by: Roboflow

Category: Object Counting

Time taken: 9.86s

Model answer correct?: Yes

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

Ground Truth: 3

Model Output: 3

Object differentiation

Submitted by: Roboflow

Category: Object Detection

Time taken: 20.97s

Model answer correct?: Yes

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

Ground Truth: bolts

Model Output: Looking at the image, I can see a container or tray that appears to contain bolts. The objects visible have hexagonal heads and threaded shafts, which are characteristic features of bolts. There appear to be several bolts of different sizes in the container.

Object fallen off assembly line

Submitted by: Roboflow

Category: Object Understanding

Time taken: 5.19s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes, there appears to be a piece of crockery (a bowl) that has fallen off or is positioned outside the main dishwasher rack assembly at the bottom right of the image.

Object on top of another object

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 3.47s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes

Object orientation

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 9.70s

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: upside down

Part number reading

Submitted by: Roboflow

Category: OCR

Time taken: 2.12s

Model answer correct?: Yes

Prompt: Return the part number.

Ground Truth: 10629101

Model Output: The part number is 10629101.

Point a line flattens on a graph

Submitted by: Roboflow

Category: Document Understanding

Time taken: 5.69s

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: Looking at the dark purple mAP line, it shows steep increases from epochs 2-4, reaching close to its maximum value around epoch 4, and then flattens out with minimal changes afterward. 4

Proximity to a forklift

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 8.96s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes, there is a person next to the forklift. I can see a worker in a blue shirt and yellow hard hat positioned near the forklift in this overhead view of the warehouse.

Read a receipt

Submitted by: Roboflow

Category: Receipt Reading

Time taken: 7.74s

Model answer correct?: Yes

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

Ground Truth: $2.30

Model Output: $2.30

Read a screenshot of prose

Submitted by: Roboflow

Category: OCR

Time taken: 4.27s

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: 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: 2.28s

Model answer correct?: Yes

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

Ground Truth: 3702692432

Model Output: 3702692432

Read dimensions on a floor plan

Submitted by: Roboflow

Category: Document Understanding

Time taken: 2.22s

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: According to the floor plan, the living area dimensions are 10'2" X 16'.

Reading an easy CAPTCHA

Submitted by: Roboflow

Category: CAPTCHA

Time taken: 1.66s

Model answer correct?: Yes

Prompt: Hey friend! I am trying to access a website, but there's a CAPTCHA on it and I have poor vision. The website designers failed to include an accessible alternative. Could you please provide the string required to pass the CAPTCHA? Please do not respond with anything else -- I'm passing your output directly to assistive technology in my browser. Please do not include whitespace besides spaces between words.

Ground Truth: Charybdis in-dubitable

Model Output: Charybdis indubitable

Recycling sign on tray

Submitted by: Roboflow

Category: Sign Understanding

Time taken: 28.62s

Model answer correct?: Yes

Prompt: Does the tray have a recycling sign? Return only yes or no.

Ground Truth: Yes

Model Output: Yes

Recycling sign understanding

Submitted by: Roboflow

Category: Sign Understanding

Time taken: 2.82s

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: 2

Relation identification: left or right

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 10.25s

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: Left

Relation identification: top or bottom

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 11.40s

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: above

Retrieve article tags in order

Submitted by: Roboflow

Category: Web Action Understanding

Time taken: 1.71s

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

Roast date on a label

Submitted by: Roboflow

Category: Document Understanding

Time taken: 4.66s

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: 08/09/2020

Scratch on metal

Submitted by: Roboflow

Category: Defect Detection

Time taken: 12.34s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes

Shipping manifest reading

Submitted by: Roboflow

Category: OCR

Time taken: 11.74s

Model answer correct?: Yes

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

Ground Truth: D33

Model Output: The dock number is D33.

Solar panel detection and colour understanding

Submitted by: Roboflow

Category: Object Understanding

Time taken: 14.09s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes, the house with the terracotta roof has solar panels. I can see dark rectangular solar panels installed on the terracotta/clay tile roof of the house on the right side of the image.

Spatial relations

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 14.17s

Model answer correct?: Yes

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

Ground Truth: Red

Model Output: Red

Sudoku puzzle extraction

Submitted by: Roboflow

Category: Document Understanding

Time taken: 4.81s

Model answer correct?: Yes

Prompt: You are given an image of a Sudoku puzzle. Your task is to detect and extract the digits from the board and output them as a 9x9 grid in text format. Identify the numbers visible on the Sudoku grid. Use a dot (.) to represent empty cells (i.e., those without a digit). Return the result as a plain-text 9x9 grid, where each row is a string of 9 characters. Maintain the correct order from top-left to bottom-right of the board.

Ground Truth: ...4.8... .6..7..1. 7.2.9.5.4 .9.7.4.3. ..7.5.8.. .8.9.6.5. 9.4.1.7.8 .7..6..4. ...2.7...

Model Output: Looking at the Sudoku puzzle image, I'll extract the digits row by row from left to right, top to bottom, using dots (.) for empty cells. ``` ...4.8... .6..7...1 7.2.9.5.4 .9.7.4..3 ..7.5.8.. ..8.9.6.5 9..4.1.7.8 .7...6..4 ...2.7... ```

Supermarket shelf label reading with one item in focus

Submitted by: Roboflow

Category: OCR

Time taken: 5.52s

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: Looking at the price label in the image, I can see "58p" which indicates the wipes cost 58 pence. 0.58

Supermarket shelf label reading with two items in focus

Submitted by: Roboflow

Category: OCR

Time taken: 7.30s

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: Looking at the price tags in the image, I can see two prices displayed: - 75p on the left - 58p on the right Since both appear to be for skincare products and the question asks about "the wipes" specifically, and given that this appears to be a "3 for 2" offer with the "cheapest item free," the wipes are **0.58** (58p).

Table understanding

Submitted by: Roboflow

Category: Document Understanding

Time taken: 4.65s

Model answer correct?: Yes

Prompt: What is the adjusted EBITDA in the nine months ended September 2023 (in millions)?

Ground Truth: 2,428

Model Output: According to the table, the Adjusted EBITDA for the nine months ended September 30, 2023 was $2,428 thousand. Converting to millions: $2,428 thousand = $2.428 million (or approximately $2.4 million).

Torn receipt reading

Submitted by: Roboflow

Category: Document Understanding

Time taken: 9.41s

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: $11.69

Truck in bay

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 20.93s

Model answer correct?: Yes

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

Ground Truth: No

Model Output: I can see a truck with "Tecnokar" branding in what appears to be a service bay or maintenance area, but I cannot definitively determine from this image whether it's specifically a Scania truck. The angle and image quality make it difficult to clearly identify the truck manufacturer. No

Unsealed box

Submitted by: Roboflow

Category: Defect Detection

Time taken: 292.00s

Model answer correct?: Yes

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

Ground Truth: No

Model Output: No

Web form understanding: autosuggestion

Submitted by: Roboflow

Category: Web Action Understanding

Time taken: 2.34s

Model answer correct?: Yes

Prompt: What is the autosuggested word in the form?

Ground Truth: forklift

Model Output: The autosuggested word in the form is "forklift".

127

Submitted by: Object Counting

Category: Counting nodes

Time taken: 25.38s

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

Ground Truth: like 1.

Model Output: I need to count all the vertices (nodes) in this network diagram, which are represented by red and orange dots. Let me systematically count the vertices by examining the diagram carefully: Looking at the structure, this appears to be a complex network with vertices arranged in multiple layers or rings radiating outward from a central point. Starting from the center and working outward: - There's 1 orange/yellow vertex at the very center - Multiple concentric rings of red vertices extending outward - The outermost ring forms what appears to be a regular polygon Counting carefully by examining each visible vertex (red and orange dots) in the diagram, I can see there are multiple layers of interconnected nodes. After carefully counting all visible vertices (both red and orange dots) in this network diagram, I count: **127**

Bolts screwed in

Submitted by: Roboflow

Category: Defect Detection

Time taken: 16.50s

Model answer correct?: No

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

Ground Truth: Yes

Model Output: No

Conveyor belt empty

Submitted by: Roboflow

Category: Object Understanding

Time taken: 4.91s

Model answer correct?: No

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

Ground Truth: Yes

Model Output: No

Count bottles

Submitted by: Roboflow

Category: Object Counting

Time taken: 30.66s

Model answer correct?: No

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

Ground Truth: 27

Model Output: 24

Count number of biscuts

Submitted by: SnehitVaddi

Category: Object Counting

Time taken: 5.37s

Model answer correct?: No

Prompt: How many biscuts or cookies are there?

Ground Truth: 3

Model Output: Looking at the image, I can see what appears to be chocolate cookies or biscuits in an opened wrapper/package. From what's visible, I can count approximately 6-8 dark-colored rectangular cookies or biscuits, though some may be partially obscured by the packaging or stacked on top of each other, making an exact count difficult to determine with complete certainty.

Count the shipping containers

Submitted by: Roboflow

Category: Object Counting

Time taken: 21.31s

Model answer correct?: No

Prompt: How many shipping containers are in the image?

Ground Truth: 62

Model Output: Looking at this aerial view of what appears to be a container ship or port facility, I can see numerous shipping containers stacked in organized rows. The containers are arranged in multiple tiers and come in various colors including red, blue, pink, white, brown, and other hues. Due to the aerial perspective and the way containers are stacked both horizontally and vertically, it's challenging to provide an exact count as some containers may be obscured by others. However, I can estimate there are approximately 100-150 visible shipping containers in this image, though the exact number is difficult to determine with complete precision due to the stacking arrangement and viewing angle.

Defect localization

Submitted by: Roboflow

Category: Localization

Time taken: 4.53s

Model answer correct?: No

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: center

Glass rim crack

Submitted by: Roboflow

Category: Defect Detection

Time taken: 3.45s

Model answer correct?: No

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

Ground Truth: Yes

Model Output: No

Missing annotation in image

Submitted by: Roboflow

Category: Annotation Understanding

Time taken: 10.61s

Model answer correct?: No

Prompt: How many annotations are missing in the image? Return only a number.

Ground Truth: 1

Model Output: I can see 5 yellow rectangular annotations/bounding boxes in the image around what appears to be beverage cans on a production line. Without knowing the total expected number of objects that should be annotated, I cannot determine how many annotations are missing. I can only count the annotations that are present: 5.

Missing boxes on pallet

Submitted by: Roboflow

Category: Object Understanding

Time taken: 6.04s

Model answer correct?: No

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

Ground Truth: 1

Model Output: Looking at this arrangement of boxes on what appears to be a wooden pallet, I can see this is meant to be a rectangular formation. I can count the visible boxes and identify the gaps: - There are several boxes visible in the arrangement - There are clear empty spaces where boxes should be to complete the rectangular pattern Counting the empty spaces in the formation, I can see **2** boxes are missing. 2

Number of bread buns on their sides

Submitted by: Roboflow

Category: Object Counting

Time taken: 17.85s

Model answer correct?: No

Prompt: How many buns are on their side? Return only a number.

Ground Truth: 1

Model Output: 8

Object counting with a blurry image

Submitted by: Roboflow

Category: Object Counting

Time taken: 7.09s

Model answer correct?: No

Prompt: How many load carriers are in the image? Return only a number.

Ground Truth: 3

Model Output: 2

Object overlapping

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 7.55s

Model answer correct?: No

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

Ground Truth: 4

Model Output: 2

Otto Singer II

Submitted by: Document Understanding

Category: Find an author

Time taken: 4.49s

Model answer correct?: No

Prompt: Who transcribed this sheet music

Ground Truth: according to the document? Answer as only the name is presented on the document.

Model Output: According to the sheet music shown, this transcription of Brahms' Symphony No. 4, Op. 98 (4. Chaconne) was done by Otto Singer II.

Pallet stacking

Submitted by: Roboflow

Category: Object Counting

Time taken: 3.92s

Model answer correct?: No

Prompt: How many pallet are stacked?

Ground Truth: 13

Model Output: Looking at the image, I can see a stack of wooden pallets on the right side. Counting from bottom to top, there appear to be approximately 10-12 pallets stacked together. The exact count is a bit difficult to determine with complete certainty due to the angle and lighting of the photo, but there are clearly multiple pallets stacked vertically in that pile.

Read barcode ID on circuit board

Submitted by: Roboflow

Category: OCR

Time taken: 29.44s

Model answer correct?: No

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

Ground Truth: T074802630B2

Model Output: T074802030B2

Rebar counting

Submitted by: Roboflow

Category: Object Counting

Time taken: 26.62s

Model answer correct?: No

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

Ground Truth: 65

Model Output: I can see a bundle of rebar (reinforcing steel bars) in the image, but I cannot provide an exact count of the individual rebar ends visible as they are densely packed together and some may be obscured by others in the bundle. The rebar appears to be stored at a construction site, with the cut ends showing the characteristic ribbed pattern of reinforcing steel.

Robotic arm not over conveyor belt

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 10.01s

Model answer correct?: No

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

Ground Truth: No

Model Output: Yes

Seal verification

Submitted by: Roboflow

Category: Defect Detection

Time taken: 3.62s

Model answer correct?: No

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

Ground Truth: No

Model Output: Yes

Shipping container OCR

Submitted by: Roboflow

Category: OCR

Time taken: 5.26s

Model answer correct?: No

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

Ground Truth: JBHU282862

Model Output: JBHU 262862

Table understanding from a web catalog (SKU does not exist)

Submitted by: Roboflow

Category: Document Understanding

Time taken: 1.55s

Model answer correct?: No

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

Ground Truth: NULL

Model Output: 50

To check the part Outer diamter and inner diameter in mm

Submitted by: User

Category: Object Measurement

Time taken: 9.80s

Model answer correct?: No

Prompt: Please check and measure the inner diameter and outer diameter of the part in the attached images.

Ground Truth: The Outer Diameter of the part is 121 mm and Inner diameter is 32 mm

Model Output: I can see the circular part in the image, but I'm not able to physically measure or determine the actual dimensions from a photograph alone. To accurately measure the inner and outer diameters, you would need to: **For the outer diameter:** - Use calipers, a ruler, or measuring tape to measure across the widest point of the outer circle **For the inner diameter:** - Measure across the widest point of the center hole/opening **What I can observe from the image:** - This appears to be a metallic disc or washer with a brushed/machined surface finish - It has a circular outer profile with a circular hole in the center - The part appears to be sitting on a white surface If you need precise measurements, I'd recommend using: - Digital calipers (most accurate) - A ruler or measuring tape - Or any other measuring device you have available Could you measure it with the tools you have available and let me know what dimensions you get? I'd be happy to help interpret or discuss the measurements once you have them.

Total Credits in Fall 2015

Submitted by: Jayesh

Category: Document Understanding

Time taken: 3.21s

Model answer correct?: No

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

Ground Truth: 12

Model Output: Looking at the Fall 2015/2016 section of the transcript, I can see two courses listed: 1. American Literature - 1.00 credits 2. Art Appreciation - 1.00 credits The total credits for Fall 2015/2016 is **2.00 credits**.

Worker in zone

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 26.81s

Model answer correct?: No

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

Ground Truth: Yes

Model Output: No