Claude 4 Opus

58.54% (48/82)

Passed

55.02s

Average Request Time

Test Claude 4 Opus in our Model Playground

Summary

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

Contribute a Prompt

Have an idea for a prompt? Open a pull request on the project repository!

Compare with another model

All Prompts

Annotations that do not fully enclose an object

Submitted by: Roboflow

Category: Annotation Understanding

Time taken: 22.99s

Model answer correct?: Yes

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

Ground Truth: 1

Model Output: Looking at the image, I can see yellow rectangular bounding boxes around aluminum cans on what appears to be a production line. Each bounding box should fully surround a can to be considered complete. Examining each annotation: - The leftmost boxes appear to fully surround their respective cans - The middle boxes also appear to fully surround their cans - The rightmost box at the bottom appears to only partially capture a can, cutting it off 1

Background object identification

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 6.92s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes, there is a box in the background. I can see what appears to be a cardboard box on one of the shelves in the background of the image.

Cable safety check: no cables on worktop

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 12.31s

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: 30.28s

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 image, I can see what appears to be a blue or light blue colored component on the right side. This looks like it could be part of an automotive or mechanical assembly, possibly a bracket or mounting system with various metal components and wiring harnesses visible.

Coffee plants ready to farm

Submitted by: Roboflow

Category: Object Understanding

Time taken: 25.27s

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.

Crack detection

Submitted by: Roboflow

Category: Defect Detection

Time taken: 8.02s

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 see **1** visible crack. It appears as a dark line running vertically through the lower right portion of the wood grain.

Date picker

Submitted by: Roboflow

Category: Web Action Understanding

Time taken: 121.86s

Model answer correct?: Yes

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

Ground Truth: November 21 2017

Model Output: The date picked on the calendar is November 21, 2017.

Defect detection (no defect present)

Submitted by: Roboflow

Category: Defect Detection

Time taken: 5.56s

Model answer correct?: Yes

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

Ground Truth: No

Model Output: Yes, the juice box appears to have a defect. The straw is bent at an unusual angle, which would make it difficult or impossible to insert into the juice box properly. This type of manufacturing defect could prevent normal use of the product.

Defect detection: bends

Submitted by: Roboflow

Category: Defect Detection

Time taken: 15.68s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Looking at the metal part in the image, I can see that it has a wavy or undulating profile with multiple curves along its length. The part is not straight - it has several bends that create a wave-like pattern. **Yes**

Dent detection

Submitted by: Roboflow

Category: Defect Detection

Time taken: 3.32s

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: 75.04s

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: Looking at this workflow diagram, I can see the following steps: Inputs, Llama 3.2 Vision, Outputs

Item hanging off assembly line

Submitted by: Roboflow

Category: Object Detection

Time taken: 315.86s

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

Leaf rust

Submitted by: Roboflow

Category: Defect Detection

Time taken: 292.24s

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: 35.45s

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: 9.25s

Model answer correct?: Yes

Prompt: What is the max gross weight?

Ground Truth: 32,500 kg

Model Output: According to the shipping container markings shown in the image, the maximum gross weight is: **32,500 KG** (or 71,650 LB)

Missing annotation in image

Submitted by: Roboflow

Category: Annotation Understanding

Time taken: 24.39s

Model answer correct?: Yes

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

Ground Truth: 1

Model Output: To count the missing annotations, I need to identify how many cans are in the image and how many have annotation boxes. I can see 6 aluminum cans in a row on what appears to be a production line or conveyor system. Looking at the yellow annotation boxes, I can count 5 boxes overlaid on the cans. Since there are 6 cans total and 5 annotation boxes, there is 1 annotation missing. 1

Missing object on assembly line tray

Submitted by: Roboflow

Category: Object Understanding

Time taken: 53.61s

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: Looking at the image, I can see an industrial assembly or manufacturing setup with metal plates/trays. I need to examine each tray position from left to right to check if any have no blue parts on top. Position 1 (leftmost): Has blue components visible on top Position 2: Has blue components visible on top Position 3: Has blue components visible on top Position 4 (rightmost): This tray appears to have a different pattern - it shows what looks like circular holes or indentations but no blue parts visible on top Therefore, the answer is: 4

Missing part in box

Submitted by: Roboflow

Category: Defect Detection

Time taken: 26.01s

Model answer correct?: Yes

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

Ground Truth: 1

Model Output: Looking at the image, I can see a tray designed to hold fuel injectors or similar components. The tray has 12 molded spaces total (6 on top, 6 on bottom), and I can count 11 injectors present in the tray. Therefore, 1 part is missing. 1

Moisture on cans

Submitted by: Roboflow

Category: Defect Detection

Time taken: 23.46s

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: 9.61s

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

Number of bread buns on their sides

Submitted by: Roboflow

Category: Object Counting

Time taken: 35.28s

Model answer correct?: Yes

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

Ground Truth: 1

Model Output: I can see several buns in the image that appear to be on their side (showing their interior/cut surface rather than the rounded top). Counting those that are clearly showing their cut sides, I count: 11

Object differentiation

Submitted by: Roboflow

Category: Object Detection

Time taken: 24.66s

Model answer correct?: Yes

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

Ground Truth: bolts

Model Output: Looking at the container in the image, I can see what appears to be metal fasteners. Based on their shape and appearance, these look like bolts or screws rather than nuts. The items have cylindrical shafts with heads, which is characteristic of bolts or screws. So yes, the container does contain what appear to be bolts or screws.

Object on top of another object

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 44.29s

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: 5.57s

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: 7.24s

Model answer correct?: Yes

Prompt: Return the part number.

Ground Truth: 10629101

Model Output: The part number shown in the image is **10629101**.

Point a line flattens on a graph

Submitted by: Roboflow

Category: Document Understanding

Time taken: 11.24s

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 mAP curve (dark purple line), it shows a sharp increase from around epoch 2 to epoch 4, and then starts to flatten out significantly after epoch 4. The curve reaches approximately 0.96-0.97 at epoch 4 and remains relatively stable thereafter with minimal improvement. 4

Proximity to a forklift

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 7.83s

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. The person is wearing a yellow hard hat and appears to be standing on the warehouse floor near the forklift.

Read a receipt

Submitted by: Roboflow

Category: Receipt Reading

Time taken: 139.67s

Model answer correct?: Yes

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

Ground Truth: $2.30

Model Output: Looking at the receipt, the tax amount is $2.30.

Read a screenshot of prose

Submitted by: Roboflow

Category: OCR

Time taken: 88.24s

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: 89.93s

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 barcode ID on circuit board

Submitted by: Roboflow

Category: OCR

Time taken: 37.06s

Model answer correct?: Yes

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

Ground Truth: T074802630B2

Model Output: The ID on the barcode is: T074802630B2

Read dimensions on a floor plan

Submitted by: Roboflow

Category: Document Understanding

Time taken: 78.05s

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: Looking at the floor plan, the living area dimensions are shown as 10'2" X 16'.

Recycling sign on tray

Submitted by: Roboflow

Category: Sign Understanding

Time taken: 35.31s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes

Relation identification: left or right

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 5.57s

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: 5.04s

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: 14.49s

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: 10.87s

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: 18.95s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes

Seal verification

Submitted by: Roboflow

Category: Defect Detection

Time taken: 9.27s

Model answer correct?: Yes

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

Ground Truth: No

Model Output: No

Shipping manifest reading

Submitted by: Roboflow

Category: OCR

Time taken: 18.49s

Model answer correct?: Yes

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

Ground Truth: D33

Model Output: D33

Solar panel detection and colour understanding

Submitted by: Roboflow

Category: Object Understanding

Time taken: 10.88s

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 solar panels installed on the terracotta-colored roof in the aerial view.

Spatial relations

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 28.52s

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: 16.93s

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: I'll analyze the Sudoku puzzle image and extract the digits, representing empty cells with dots. Looking at the grid from top to bottom, left to right: Row 1: . . . 4 . 8 . . . Row 2: . 6 . . 7 . . 1 . Row 3: 7 . 2 . 9 . 5 . 4 Row 4: . 9 . 7 . 4 . 3 . Row 5: . . 7 . 5 . 8 . . Row 6: . 8 . 9 . 6 . 5 . Row 7: 9 . 4 . 1 . 7 . 8 Row 8: . 7 . . 6 . . 4 . Row 9: . . . 2 . 7 . . . Here's the extracted Sudoku grid: ``` ...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: 14.88s

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: 0.58

Torn receipt reading

Submitted by: Roboflow

Category: Document Understanding

Time taken: 261.92s

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: 25.24s

Model answer correct?: Yes

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

Ground Truth: No

Model Output: Looking at the aerial image, I can see a truck in what appears to be a loading bay or parking area. The truck has "Tecneker" written on its trailer. However, I cannot clearly identify if this is specifically a Scania truck from this aerial view, as the brand markings that would identify it as a Scania are not visible from this angle. So my answer is: no (I cannot confirm it's a Scania truck based on what's visible in the image)

Unsealed box

Submitted by: Roboflow

Category: Defect Detection

Time taken: 297.47s

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: 16.19s

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: 46.31s

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 (dots) in this diagram, including both red and orange dots. Let me systematically count the vertices by working from the outside inward: 1. **Outermost ring**: I can see vertices arranged in a regular pattern around the outer edge. Counting carefully around the perimeter, I count 12 vertices in the outermost ring. 2. **Second ring**: Moving inward, there's another ring of vertices. Counting these, I find 12 vertices in this ring as well. 3. **Third ring**: Continuing inward, I count another 12 vertices in this ring. 4. **Fourth ring**: This ring also contains 12 vertices. 5. **Fifth ring**: Again, 12 vertices in this ring. 6. **Sixth ring**: This inner ring has 12 vertices. 7. **Seventh ring**: Getting closer to the center, I count 12 vertices. 8. **Eighth ring**: This small ring near the center has 6 vertices. 9. **Center**: There is 1 vertex at the very center (which appears to be orange). Let me verify by counting the total: - 7 rings of 12 vertices each: 7 × 12 = 84 - 1 ring of 6 vertices: 6 - 1 central vertex: 1 Total: 84 + 6 + 1 = 91 Therefore, there are **91** vertices visible in this diagram.

Bolts screwed in

Submitted by: Roboflow

Category: Defect Detection

Time taken: 22.56s

Model answer correct?: No

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

Ground Truth: Yes

Model Output: No

Bottle on wrong shelf

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 9.94s

Model answer correct?: No

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 refrigerated display case with water bottles, I can see multiple shelves containing what appear to be various brands of bottled water. The bottles all appear to be water products based on their clear appearance and bottle designs. I don't see any bottles that appear to be on the wrong shelf - all the bottles visible seem to be water products appropriately placed in what looks like a water section of the cooler. I cannot identify any specific brand names that would be out of place among the water bottles shown.

Circuit board understanding

Submitted by: Roboflow

Category: Object Understanding

Time taken: 186.83s

Model answer correct?: No

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

Ground Truth: 0101

Model Output: 9101

Conveyor belt empty

Submitted by: Roboflow

Category: Object Understanding

Time taken: 13.36s

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: 170.48s

Model answer correct?: No

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

Ground Truth: 27

Model Output: I can see multiple green Sprite bottles in this refrigerator image. Let me count them carefully... I count approximately 24 bottles visible in the image.

Count number of biscuts

Submitted by: SnehitVaddi

Category: Object Counting

Time taken: 12.46s

Model answer correct?: No

Prompt: How many biscuts or cookies are there?

Ground Truth: 3

Model Output: I can see what appears to be chocolate-covered wafer cookies or biscuits in the opened wrapper. Based on what's visible, I can count approximately 4-5 individual wafer cookies/biscuits, though some may be partially stacked or hidden beneath others, making an exact count difficult from this angle.

Count solar panels

Submitted by: Roboflow

Category: Object Counting

Time taken: 68.69s

Model answer correct?: No

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

Ground Truth: 4

Model Output: 3

Count the shipping containers

Submitted by: Roboflow

Category: Object Counting

Time taken: 16.72s

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 cargo ship or barge, I can count the shipping containers arranged on the deck. The containers are organized in two main sections separated by a gap in the middle. Each section has multiple rows of containers placed side by side. In the top section, I count approximately 16-17 containers. In the bottom section, I count approximately 16-17 containers. In total, there appear to be approximately **32-34 shipping containers** visible in this image. The exact count is challenging due to the aerial perspective and the way some containers may be aligned, but this is the most accurate estimate based on what's visible.

Defect localization

Submitted by: Roboflow

Category: Localization

Time taken: 4.84s

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: top

Glass rim crack

Submitted by: Roboflow

Category: Defect Detection

Time taken: 170.12s

Model answer correct?: No

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

Ground Truth: Yes

Model Output: No.

Label verification

Submitted by: Roboflow

Category: Defect Detection

Time taken: 16.30s

Model answer correct?: No

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

Ground Truth: Yes

Model Output: No

Measure a sticker

Submitted by: Roboflow

Category: Object Measurement

Time taken: 166.43s

Model answer correct?: No

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

Ground Truth: 3.5

Model Output: Looking at the image, I can see the sticker is placed next to a ruler. The sticker appears to span from approximately the 0-inch mark to about the 3-inch mark on the ruler. 3

Missing boxes on pallet

Submitted by: Roboflow

Category: Object Understanding

Time taken: 13.83s

Model answer correct?: No

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

Ground Truth: 1

Model Output: I can see a pallet with cardboard boxes stacked on it. The boxes appear to be arranged in a pattern, but there are some gaps or spaces in the stack where boxes would typically be placed to form a complete rectangular arrangement. Looking at the configuration, I can identify approximately 2 empty spaces where boxes appear to be missing from what would be a complete, uniform stack. 2

Missing chocolate location in grid

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 15.93s

Model answer correct?: No

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: R1C5

Missing pill in pack classification

Submitted by: Roboflow

Category: Defect Detection

Time taken: 21.67s

Model answer correct?: No

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

Ground Truth: Yes

Model Output: No

Object counting

Submitted by: Roboflow

Category: Object Counting

Time taken: 6.13s

Model answer correct?: No

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

Ground Truth: 3

Model Output: I can see the bottom shelf has various bottles and containers arranged on it. Looking carefully at the spacing and arrangement, I can identify 2 empty spaces on the bottom shelf. 2

Object counting with a blurry image

Submitted by: Roboflow

Category: Object Counting

Time taken: 160.60s

Model answer correct?: No

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

Ground Truth: 3

Model Output: I can see pallets (wooden load carriers) in the image, but due to the motion blur and angle of the photo, I cannot provide an exact count of how many are present. The image shows warehouse shelving with multiple pallets stored on different levels, but the specific number is not clearly distinguishable.

Object fallen off assembly line

Submitted by: Roboflow

Category: Object Understanding

Time taken: 91.05s

Model answer correct?: No

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

Ground Truth: Yes

Model Output: Looking at the image, I can see what appears to be a dishwasher rack or similar assembly with organized rows of white items (possibly dishes or similar objects) and a dark blue/teal colored box or container. From what's visible in the image, I don't see any pieces of crockery that have fallen off or are out of place. Everything appears to be properly positioned in the rack. So my answer would be: No, I don't see any crockery that has fallen off the assembly line.

Object overlapping

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 21.84s

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: 11.04s

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 piece was transcribed by Otto Singer II. The header indicates this is the 4th movement (Chaconne) from Symphony No. 4, Op. 98 by Johannes Brahms, with the transcription credited to Otto Singer II.

Pallet stacking

Submitted by: Roboflow

Category: Object Counting

Time taken: 50.31s

Model answer correct?: No

Prompt: How many pallet are stacked?

Ground Truth: 13

Model Output: Looking at the image, I can see two distinct stacks of pallets on the right side. The stack closest to the camera appears to have approximately 10-11 pallets, while the stack behind it appears to have approximately 8-9 pallets. In total, there appear to be roughly 18-20 pallets stacked in the image.

Reading an easy CAPTCHA

Submitted by: Roboflow

Category: CAPTCHA

Time taken: 11.77s

Model answer correct?: No

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: I understand you're having difficulty with a CAPTCHA due to vision issues. However, I can't help solve CAPTCHAs as they're security measures designed to verify human users. Instead, I'd suggest: - Using the audio alternative if available (usually a speaker icon) - Contacting the website's support for accessibility assistance - Using browser extensions designed for accessibility - Asking someone nearby for help Many websites are required to provide accessible alternatives under disability laws, so definitely reach out to their support team about this accessibility issue.

Rebar counting

Submitted by: Roboflow

Category: Object Counting

Time taken: 51.42s

Model answer correct?: No

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

Ground Truth: 65

Model Output: I can see the bundle of rebar in the image. Counting the visible ends facing toward the camera, I count approximately 35-40 rebar ends. Due to the bundling and some overlap, an exact count is difficult, but I estimate around 38 visible rebar ends.

Recycling sign understanding

Submitted by: Roboflow

Category: Sign Understanding

Time taken: 6.41s

Model answer correct?: No

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

Ground Truth: 2

Model Output: I can see a recycling symbol in the image, but the image is too blurry for me to clearly make out the specific number inside the triangle. I cannot reliably determine which plastic recycling number is shown.

Robotic arm grip orientation

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 229.42s

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: Looking at the robotic arm in the image, the gripper appears to be pointing at a **left** angle relative to the arm's base orientation.

Robotic arm not over conveyor belt

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 14.11s

Model answer correct?: No

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

Ground Truth: No

Model Output: Yes

Shipping container OCR

Submitted by: Roboflow

Category: OCR

Time taken: 4.77s

Model answer correct?: No

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

Ground Truth: JBHU282862

Model Output: JBHU 262862

Supermarket shelf label reading with two items in focus

Submitted by: Roboflow

Category: OCR

Time taken: 11.72s

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: Looking at the price label on the shelf, the wipes appear to be priced at 75p, which would be: 0.75

Table understanding

Submitted by: Roboflow

Category: Document Understanding

Time taken: 241.83s

Model answer correct?: No

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 $232,598 thousand, which equals $232.598 million.

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

Submitted by: Roboflow

Category: Document Understanding

Time taken: 104.73s

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: 17.42s

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 a circular metal disc with a brushed or machined finish and a center hole in the image. However, I cannot accurately measure the inner diameter (ID) and outer diameter (OD) from a photograph without: 1. A reference object of known size in the image (like a ruler, coin, or caliper) 2. Information about the camera distance and angle 3. Calibration data for the image To get accurate measurements, you would need to: - Use calipers or a ruler to physically measure the part - Place a ruler or known reference object next to the part when photographing - Use specialized measurement software with proper calibration If you need these measurements, I'd recommend using precision measuring tools like: - Calipers for the outer diameter - Inside calipers or pin gauges for the inner diameter (hole) Would you be able to measure the part directly or provide an image with a measurement reference?

Total Credits in Fall 2015

Submitted by: Jayesh

Category: Document Understanding

Time taken: 7.84s

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: - American Literature: 1.00 credits - Art Appreciation: 1.00 credits Total credits for Fall 2015/2016: **2.00 credits**

Worker in zone

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 36.68s

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