Claude 4.1 Opus

61.45% (51/83)

Passed

17.48s

Average Request Time

Summary

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

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All Prompts

(WIP) Table understanding from a web catalog

Submitted by: Roboflow

Category: Document Understanding

Time taken: 7.36s

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: 50

Annotations that do not fully enclose an object

Submitted by: Roboflow

Category: Annotation Understanding

Time taken: 18.53s

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 6 yellow rectangular bounding boxes overlaid on aluminum cans on what appears to be a production line. Each bounding box appears to be attempting to detect/annotate a can. Examining each annotation: 1. Leftmost box - partially cuts off the can on the left side 2. Second box - doesn't fully contain the can (cuts off bottom) 3. Third box - doesn't fully contain the can (cuts off bottom) 4. Fourth box - doesn't fully contain the can (cuts off bottom) 5. Fifth box - doesn't fully contain the can (cuts off bottom) 6. Rightmost/bottom box - doesn't fully contain the can (cuts off top) All 6 annotations fail to fully surround their respective objects. 6

Background object identification

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 13.23s

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. It appears to be a cardboard box sitting on or near the shelving unit in the background of the image.

Bottle on wrong shelf

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 17.27s

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 refrigerated display case with water bottles, I can see what appears to be Fiji water bottles (with their distinctive square shape and blue labels) on multiple shelves, and possibly some other water brands. All the bottles appear to be water products appropriately placed in what looks like a water section of the cooler. I don't see any bottles that appear to be on the wrong shelf - they all seem to be water bottles in a water display area.

Chassis hole counting

Submitted by: Roboflow

Category: Object Understanding

Time taken: 22.15s

Model answer correct?: Yes

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

Ground Truth: 4

Model Output: I can see 4 mounting holes in the corners of the chassis frame where it would attach to something. These are the circular holes in the black corner brackets.

Circuit board understanding

Submitted by: Roboflow

Category: Object Understanding

Time taken: 16.37s

Model answer correct?: Yes

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

Ground Truth: 101

Model Output: 0101

Coffee plants ready to farm

Submitted by: Roboflow

Category: Object Understanding

Time taken: 11.92s

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

Date picker

Submitted by: Roboflow

Category: Web Action Understanding

Time taken: 5.20s

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

Dent detection

Submitted by: Roboflow

Category: Defect Detection

Time taken: 11.37s

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: 3.62s

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

Find an author

Submitted by: User

Category: Document Understanding

Time taken: 4.58s

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: Otto Singer II

Label verification

Submitted by: Roboflow

Category: Defect Detection

Time taken: 13.04s

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: 19.33s

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: 25.71s

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: 5.37s

Model answer correct?: Yes

Prompt: What is the max gross weight?

Ground Truth: 32,500 kg

Model Output: According to the text visible on this shipping container, the maximum gross weight is: - **32,500 KG** (kilograms) - **71,650 LB** (pounds)

Missing object on assembly line tray

Submitted by: Roboflow

Category: Object Understanding

Time taken: 41.23s

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 plates/trays in a production line setup. Examining each tray from left to right: 1. Tray 1 (leftmost): Has blue components on top 2. Tray 2: Has blue components on top 3. Tray 3: Has blue components on top 4. Tray 4 (rightmost): Appears to be empty or has no blue parts on top Tray 4 (the rightmost tray) does not have blue parts on top. Answer: 4

Missing part in box

Submitted by: Roboflow

Category: Defect Detection

Time taken: 38.50s

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. There are 12 spaces total in the tray (2 rows of 6). Currently, there are 11 fuel injectors present in the tray, with one empty space visible in the bottom row. 1

Moisture on cans

Submitted by: Roboflow

Category: Defect Detection

Time taken: 33.90s

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: 2.12s

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 differentiation

Submitted by: Roboflow

Category: Object Detection

Time taken: 14.36s

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 - they have cylindrical shafts with what appear to be heads. 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: 10.76s

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: 23.90s

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: 2.18s

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: 5.32s

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 rapid improvement until around epoch 3-4, after which it begins to flatten out and plateau with minimal further improvement. 4

Proximity to a forklift

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 12.68s

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 a warehouse worker standing on the floor near the forklift.

Read a receipt

Submitted by: Roboflow

Category: Receipt Reading

Time taken: 18.86s

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: 5.02s

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: 3.38s

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: 21.96s

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: 4.14s

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'**

Reading an easy CAPTCHA

Submitted by: Roboflow

Category: CAPTCHA

Time taken: 3.10s

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: Charybdis indubitable

Recycling sign understanding

Submitted by: Roboflow

Category: Sign Understanding

Time taken: 7.79s

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: I can see a recycling symbol with a number inside it. The number shown is **2**.

Relation identification: left or right

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 20.00s

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: 16.91s

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: 4.79s

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: 6.89s

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

Robotic arm grip orientation

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 10.88s

Model answer correct?: Yes

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/end effector appears to be oriented at a **left** angle relative to the viewer's perspective. The arm is angled toward the left side of the image rather than pointing straight down or to the right.

Scratch on metal

Submitted by: Roboflow

Category: Defect Detection

Time taken: 14.68s

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: 3.94s

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: 9.36s

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: 34.80s

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 image.

Spatial relations

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 17.00s

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: 9.02s

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 top to bottom, using dots (.) for empty cells. 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 9x9 grid in text format: ``` ...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: 9.95s

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: The wipes are priced at 58p, which in the format you requested is: **0.58**

Supermarket shelf label reading with two items in focus

Submitted by: Roboflow

Category: OCR

Time taken: 8.78s

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 labels on the shelf, I can see two prices displayed: - 75p on the left - 58p on the right Since you're asking about "the wipes" and I can see what appears to be skincare/cleansing wipes products on the shelf, the prices shown are either £0.75 or £0.58 depending on which specific product you're referring to. 0.75 or 0.58

Table understanding

Submitted by: Roboflow

Category: Document Understanding

Time taken: 4.01s

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, which equals approximately $2.4 million.

Torn receipt reading

Submitted by: Roboflow

Category: Document Understanding

Time taken: 17.51s

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

Tray in bag on assembly line

Submitted by: Roboflow

Category: Defect Detection

Time taken: 37.83s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes

Truck in bay

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 16.86s

Model answer correct?: Yes

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

Ground Truth: No

Model Output: Looking at this aerial view, I can see a truck with "Tecnokar" branding on its trailer, but I cannot definitively identify if the truck cab itself is a Scania brand from this angle and distance. The image doesn't provide a clear enough view of the truck's cab or any Scania branding to make that determination. **No**

Unsealed box

Submitted by: Roboflow

Category: Defect Detection

Time taken: 181.43s

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: 2.83s

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: 50.98s

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, which appear to be marked in red with one orange dot in the center. Let me systematically count the vertices by working from the outside inward: 1. **Outermost ring**: I can see vertices forming the outer boundary of the diagram. Counting these carefully around the perimeter, I see 12 vertices. 2. **Next ring inward**: Moving inward, there's another ring of vertices. Counting these, I see 12 vertices. 3. **Continuing inward**: The pattern continues with multiple concentric rings of vertices. Let me count each ring: - Ring 3: 12 vertices - Ring 4: 12 vertices - Ring 5: 12 vertices - Ring 6: 12 vertices - Ring 7: 12 vertices - Ring 8: 6 vertices (inner ring) - Center: 1 vertex (the orange one) Wait, let me recount more carefully by looking at the structure. This appears to be a complex geometric pattern with vertices arranged in a specific formation. Actually, let me count more systematically by sectors or by careful visual inspection of all visible dots: Looking at the entire diagram and counting all visible vertices (both red and the one orange), I can identify: - Multiple concentric layers of vertices - Each vertex is clearly marked as a dot - The pattern is symmetric After careful counting of all visible vertices in the diagram, I count: **127** vertices total.

Bolts screwed in

Submitted by: Roboflow

Category: Defect Detection

Time taken: 12.20s

Model answer correct?: No

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

Ground Truth: Yes

Model Output: No

Chessboard Analysis 1

Submitted by: Joshua

Category: Object Understanding

Time taken: 5.60s

Model answer correct?: No

Prompt: Analyse the chessboard image and answer the following questions. 1. How many pieces are on the board? Provide only the number. Then, list the count of each piece type on the board by colour (W for White, B for Black) and importance (points worth: K for King, Q for Queen, R for Rook, B for Bishop, N for Knight, P for Pawn). Use the format WQ: 0 (meaning no White Queen), with one piece type per line. Separate the number of pieces and the piece list with a blank line. 2. Are any pieces in positions that violate standard chess rules? If so, list ONLY their positions in the format where column 'a' is the leftmost, 'h' is the rightmost, row 1 is the bottom row, and row 8 is the top row (e.g., b7,h1,h2, with multiple positions separated by a comma without spaces). If no pieces are in illegal positions, write “None.” Please write the question number before giving an answer for each of the questions.

Ground Truth: 12 WK: 1 WQ: 1 WR: 1 WB: 1 WN: 1 WP: 1 BK: 1 BQ: 1 BR: 1 BB: 1 BN: 1 BP: 1 2. e3,e4

Model Output: 1. How many pieces are on the board? 12 WK: 1 WQ: 1 WR: 2 WB: 1 WN: 2 WP: 1 BK: 1 BQ: 1 BR: 1 BN: 1 BP: 0 2. Are any pieces in positions that violate standard chess rules? None.

Colour of object closest to robotic arm grip

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 8.56s

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: Red

Conveyor belt empty

Submitted by: Roboflow

Category: Object Understanding

Time taken: 6.11s

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: 28.60s

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. Counting all the visible bottles, including those partially visible, I count approximately 20 bottles. 20

Count number of biscuts

Submitted by: SnehitVaddi

Category: Object Counting

Time taken: 9.02s

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 count approximately 4-5 individual wafer cookies/biscuits, though some may be stacked or partially hidden, making an exact count difficult from this angle.

Count solar panels

Submitted by: Roboflow

Category: Object Counting

Time taken: 29.20s

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: 44.87s

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 stacked on the deck. The containers are arranged in rows and are various colors including pink, white, brown, blue, and other shades. From what I can see, there appear to be approximately **40-45 shipping containers** visible on the vessel. They're arranged in multiple rows across the width of the ship, with what looks like roughly 20-22 containers in each of the two main visible sections of the deck. The exact count is challenging due to the aerial perspective and some containers potentially being obscured, but this appears to be the approximate number of containers loaded on this vessel.

Crack detection

Submitted by: Roboflow

Category: Defect Detection

Time taken: 29.09s

Model answer correct?: No

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

Ground Truth: 1

Model Output: Looking at this wood surface, I can identify **2** visible cracks. There's one prominent crack running vertically on the right side of the image, and another smaller crack or split visible in the upper portion of the wood.

Defect detection (no defect present)

Submitted by: Roboflow

Category: Defect Detection

Time taken: 13.24s

Model answer correct?: No

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 use properly for drinking from the juice box.

Defect detection: bends

Submitted by: Roboflow

Category: Defect Detection

Time taken: 20.15s

Model answer correct?: No

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

Ground Truth: Yes

Model Output: No

Defect localization

Submitted by: Roboflow

Category: Localization

Time taken: 16.98s

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: 3.18s

Model answer correct?: No

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

Ground Truth: Yes

Model Output: No

Item hanging off assembly line

Submitted by: Roboflow

Category: Object Detection

Time taken: 32.36s

Model answer correct?: No

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

Ground Truth: Yes

Model Output: No

Measure a sticker

Submitted by: Roboflow

Category: Object Measurement

Time taken: 5.57s

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, the sticker appears to be approximately 3 inches wide based on the ruler measurement shown below it. 3

Missing annotation in image

Submitted by: Roboflow

Category: Annotation Understanding

Time taken: 22.44s

Model answer correct?: No

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

Ground Truth: 1

Model Output: Looking at the image, I can see 5 aluminum cans on what appears to be a production or packaging line, and each can has a yellow bounding box annotation around it. Since all visible cans appear to be annotated, the number of missing annotations is: 0

Missing boxes on pallet

Submitted by: Roboflow

Category: Object Understanding

Time taken: 9.02s

Model answer correct?: No

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

Ground Truth: 1

Model Output: I can see a stack of cardboard boxes on a wooden pallet. The boxes appear to be arranged in a pattern, but without knowing the intended complete configuration or having information about what the full arrangement should look like, I cannot determine how many boxes are missing. **0**

Missing chocolate location in grid

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 10.88s

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: Looking at the chocolate tray, I can see there are 2 rows and 5 columns of spaces. Row 1 (top): All 5 positions are filled with chocolates Row 2 (bottom): Positions 1-4 are filled with chocolates, but position 5 (rightmost) is empty R2C5

Missing pill in pack classification

Submitted by: Roboflow

Category: Defect Detection

Time taken: 14.93s

Model answer correct?: No

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

Ground Truth: Yes

Model Output: No

Number of bread buns on their sides

Submitted by: Roboflow

Category: Object Counting

Time taken: 24.05s

Model answer correct?: No

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

Ground Truth: 1

Model Output: I can see the buns in the image on what appears to be a red/pink tray. Looking carefully at the orientation of each bun, I need to count those that are lying on their side (showing their circular cross-section) versus those that might be standing upright. Counting the buns that are clearly on their side (showing their circular opening/cross-section): 8

Object counting

Submitted by: Roboflow

Category: Object Counting

Time taken: 10.71s

Model answer correct?: No

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

Ground Truth: 3

Model Output: Looking at the bottom shelf, I can see bottles arranged across it with what appears to be 1 empty space visible on the right side of the shelf. 1

Object counting with a blurry image

Submitted by: Roboflow

Category: Object Counting

Time taken: 25.88s

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 blurred nature of the photo and the warehouse setting with multiple shelving levels, it's difficult to provide an exact count of all load carriers present. The image shows what appears to be a warehouse storage area with multiple pallets visible on the shelving racks, but I cannot definitively count each individual load carrier with certainty. If you need an exact count, a clearer image would be helpful.

Object fallen off assembly line

Submitted by: Roboflow

Category: Object Understanding

Time taken: 17.11s

Model answer correct?: No

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

Ground Truth: Yes

Model Output: No, there is no piece of crockery that has fallen off the assembly line. The image shows dishwasher racks with dishes/crockery properly positioned in them, and what appears to be a teal-colored container or box on a counter surface. Everything appears to be in its intended place.

Object overlapping

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 19.28s

Model answer correct?: No

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

Ground Truth: 4

Model Output: 2

Pallet stacking

Submitted by: Roboflow

Category: Object Counting

Time taken: 15.60s

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 stacked vertically, while there's another stack visible behind it with what looks like 6-7 pallets. So in total, there appear to be approximately 16-18 pallets stacked in the visible area of the warehouse.

Rebar counting

Submitted by: Roboflow

Category: Object Counting

Time taken: 30.57s

Model answer correct?: No

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

Ground Truth: 65

Model Output: I can see approximately 50-55 rebar ends visible in the bundled stack shown in the image. The exact count is difficult to determine with complete precision due to some overlapping and the angle of the photograph, but there are roughly 50-55 individual rebar ends visible in the cross-section of this bundle.

Robotic arm not over conveyor belt

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 8.95s

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: 7.24s

Model answer correct?: No

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

Ground Truth: JBHU282862

Model Output: JBHU 262862

To check the part Outer diamter and inner diameter in mm

Submitted by: User

Category: Object Measurement

Time taken: 16.30s

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 or washer with a brushed/machined finish in the image. However, I'm unable to physically measure the dimensions from a photograph. To accurately determine the inner diameter (ID) and outer diameter (OD) of this part, you would need to: 1. **Use a caliper or ruler** to measure: - **Inner diameter**: The diameter of the center hole - **Outer diameter**: The full diameter of the disc from edge to edge 2. **Measurement tips**: - Place the part on a flat surface - For the OD: Measure across the widest point of the disc - For the ID: Measure across the center hole at its widest point - Take multiple measurements and average them for accuracy Without a reference object or scale in the image, I cannot provide the actual dimensions. If you need these measurements, you'll need to physically measure the part with appropriate measuring tools.

Total Credits in Fall 2015

Submitted by: Jayesh

Category: Document Understanding

Time taken: 5.52s

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: 24.82s

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