Claude 4 Opus

62.65% (52/83)

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Test Claude 4 Opus in our Model Playground

Summary

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

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All Prompts

(WIP) Table understanding from a web catalog

Submitted by: Roboflow

Category: Document Understanding

Time taken: 4.61s

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

Background object identification

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 25.96s

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.

Bottle on wrong shelf

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 12.16s

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 beverage cooler, I can see multiple shelves with water bottles. The bottles appear to be different brands including what looks like Fiji water (with the distinctive square bottles and blue labels) and possibly other water brands. All the bottles visible appear to be water products on their appropriate shelves. I don't see any bottles that appear to be on the wrong shelf - no soda bottles mixed in with the water or vice versa.

Chassis hole counting

Submitted by: Roboflow

Category: Object Understanding

Time taken: 31.61s

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 (one in each corner where the black brackets are located). 4

Circuit board understanding

Submitted by: Roboflow

Category: Object Understanding

Time taken: 10.41s

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: 14.19s

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: 32.21s

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: 4.93s

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: 14.13s

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.

Dent detection

Submitted by: Roboflow

Category: Defect Detection

Time taken: 5.70s

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: 4.23s

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 in sequence: Inputs, Llama 3.2 Vision, Outputs

Find an author

Submitted by: User

Category: Document Understanding

Time taken: 4.76s

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

Item hanging off assembly line

Submitted by: Roboflow

Category: Object Detection

Time taken: 30.26s

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: 16.45s

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: 26.92s

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: 5.50s

Model answer correct?: Yes

Prompt: What is the max gross weight?

Ground Truth: 32,500 kg

Model Output: According to the text on the shipping container, the max gross weight is: - 32,500 KG - 71,650 LB

Measure a sticker

Submitted by: Roboflow

Category: Object Measurement

Time taken: 9.35s

Model answer correct?: Yes

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 left edge of the sticker appears to align with approximately the 0.5 inch mark, and the right edge extends to about the 3.5 inch mark on the ruler. Therefore, the width of the sticker is: 3.5 - 0.5 = 3.0 inches 3.0

Missing annotation in image

Submitted by: Roboflow

Category: Annotation Understanding

Time taken: 23.73s

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: 23.95s

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 arranged horizontally. Each tray appears to have blue components or parts on top of it: - Tray 1 (leftmost): Has blue parts - Tray 2: Has blue parts - Tray 3: Has blue parts - Tray 4 (rightmost): Has blue parts All metal plates visible in the image have blue parts on top of them. Therefore, there are no metal plates without blue parts. NULL

Missing part in box

Submitted by: Roboflow

Category: Defect Detection

Time taken: 20.06s

Model answer correct?: Yes

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

Ground Truth: 1

Model Output: I can see this appears to be a set of fuel injectors in a tray. There are 12 spaces in the tray (2 rows of 6), and I can count 11 fuel injectors present. Therefore, 1 part is missing. 1

Moisture on cans

Submitted by: Roboflow

Category: Defect Detection

Time taken: 16.68s

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: 2.55s

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: 16.71s

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: 9.37s

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: 16.86s

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: 2.25s

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: 7.08s

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: 20.03s

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 warehouse floor near the forklift.

Read a receipt

Submitted by: Roboflow

Category: Receipt Reading

Time taken: 11.53s

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: 5.33s

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: 3.97s

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: 22.61s

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: 4.86s

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: 2.29s

Model answer correct?: Yes

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

Ground Truth: Charybdis in-dubitable

Model Output: Charybdis indubitable

Relation identification: left or right

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 21.63s

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: 26.79s

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: 3.61s

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: 4.13s

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: 16.27s

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: 4.12s

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: 8.79s

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: 39.97s

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: 19.51s

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: 10.23s

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: 9.17s

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

Supermarket shelf label reading with two items in focus

Submitted by: Roboflow

Category: OCR

Time taken: 13.61s

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: - On the left: 75p - On the right: 58p Since the products appear to be from "The Skin System" brand and the question asks about wipes, and given that prices are shown in pence (p), the prices in GBP format would be: - Left product: 0.75 - Right product: 0.58 Without being able to clearly identify which specific product is the wipes, I cannot give a single definitive price. The wipes would be either 0.75 or 0.58.

Table understanding

Submitted by: Roboflow

Category: Document Understanding

Time taken: 5.10s

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 $2.428 million.

Torn receipt reading

Submitted by: Roboflow

Category: Document Understanding

Time taken: 11.04s

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: 17.78s

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: 17.18s

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" written on it, which appears to be a trailer. While I cannot definitively identify the truck cab's brand from this angle, there is indeed a truck in what appears to be a loading bay or designated parking area marked with traffic cones and chains. However, I cannot confirm if it's specifically a Scania truck from this aerial perspective. **No**

Unsealed box

Submitted by: Roboflow

Category: Defect Detection

Time taken: 210.01s

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: 2.47s

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: 46.16s

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 (the orange dot). Let me verify by counting more carefully: - Starting from the outermost vertices and working inward - The pattern appears to be concentric rings with mostly 12 vertices per ring - There's one orange vertex in the center - The second-innermost ring appears to have 6 vertices - All other rings have 12 vertices each Total count: 12 + 12 + 12 + 12 + 12 + 12 + 12 + 6 + 1 = 91 Therefore, there are **91** vertices visible in this diagram.

Annotations that do not fully enclose an object

Submitted by: Roboflow

Category: Annotation Understanding

Time taken: 15.73s

Model answer correct?: No

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 annotation should fully surround a can. Examining each bounding box: - Most boxes properly surround their respective cans - However, I can identify 2 annotations that do not fully surround their objects - they appear to cut off portions of the cans they're meant to annotate 2

Bolts screwed in

Submitted by: Roboflow

Category: Defect Detection

Time taken: 22.54s

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: 7.86s

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: 8.41s

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: Looking at the robotic arm in the image, it appears to be positioned closest to the red object on the right side of the frame. **Red**

Conveyor belt empty

Submitted by: Roboflow

Category: Object Understanding

Time taken: 5.91s

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: 30.62s

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. Looking at the bottles visible in the image, I can count approximately 20 bottles. 20

Count number of biscuts

Submitted by: SnehitVaddi

Category: Object Counting

Time taken: 6.89s

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: 25.01s

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: 36.81s

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 detection: bends

Submitted by: Roboflow

Category: Defect Detection

Time taken: 17.89s

Model answer correct?: No

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

Ground Truth: Yes

Model Output: Looking at this metal part, I can see horizontal ridges or grooves running across its surface, but these appear to be machined features rather than bends in the material. The part itself appears to be flat without any bent sections. No

Defect localization

Submitted by: Roboflow

Category: Localization

Time taken: 11.88s

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: 2.78s

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: 12.79s

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

Missing boxes on pallet

Submitted by: Roboflow

Category: Object Understanding

Time taken: 8.89s

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 specific pattern, but without knowing what the complete or intended arrangement should be, I cannot determine how many boxes are "missing." The image shows what appears to be 6 boxes stacked on the pallet, but there's no reference to indicate what the full configuration should contain. Without additional context about the expected total number of boxes, I cannot provide a number for how many are missing.

Missing chocolate location in grid

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 20.71s

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: - Row 1: 5 chocolates present (2 round, 2 square M&S branded, 1 round with yellow/orange center) - Row 2: 5 chocolates present (2 round, 2 square M&S branded, 2 rectangular striped) All 10 positions in the tray are filled with chocolates. There are no missing chocolates. R0C0

Missing pill in pack classification

Submitted by: Roboflow

Category: Defect Detection

Time taken: 12.11s

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: 40.01s

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 image shows what appears to be baked goods on a red/pink tray. Looking carefully at the items, I can identify those that are lying on their sides versus those that are showing their tops or bottoms. Counting the items that are clearly on their sides (showing their rounded edges rather than their flat tops or bottoms), I count: 7

Object counting

Submitted by: Roboflow

Category: Object Counting

Time taken: 15.04s

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: 33.43s

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 in the image, but due to the motion blur and angle of the photo, I cannot accurately count the exact number of load carriers (pallets) visible. The image shows warehouse shelving with multiple levels containing pallets, but providing a specific count would not be reliable from this blurred photograph.

Object fallen off assembly line

Submitted by: Roboflow

Category: Object Understanding

Time taken: 16.45s

Model answer correct?: No

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

Ground Truth: Yes

Model Output: No, a piece of crockery has not fallen off the assembly line. The image shows dishwasher racks with dishes properly secured in their slots, and there's no visible crockery on the counter or floor that would indicate something has fallen off.

Object overlapping

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 27.11s

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: 18.30s

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. The exact count is difficult to determine with complete precision due to the viewing angle and lighting conditions.

Rebar counting

Submitted by: Roboflow

Category: Object Counting

Time taken: 39.99s

Model answer correct?: No

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

Ground Truth: 65

Model Output: I can see the cut ends of the rebar bundle in the center of the image. Counting the visible ends, I can identify approximately 45-50 individual rebar ends in the bundle. 50

Recycling sign understanding

Submitted by: Roboflow

Category: Sign Understanding

Time taken: 15.00s

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: 11.56s

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/end effector appears to be oriented at a **left** angle relative to the vertical axis of the arm.

Robotic arm not over conveyor belt

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 9.52s

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: 6.37s

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: 16.97s

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 what appears to be a white/light colored circular center piece. However, I'm unable to physically measure the dimensions from a photograph. To accurately measure the inner and outer diameters, you would need to: 1. **For the inner diameter**: Measure across the white/light colored center circle at its widest point 2. **For the outer diameter**: Measure across the entire metal disc at its widest point You can use: - Calipers (most accurate) - A ruler or measuring tape - A micrometer for precision measurements If you need specific measurements, you'll need to physically measure the part with one of these tools. The photo alone doesn't provide enough reference points to determine the actual dimensions.

Total Credits in Fall 2015

Submitted by: Jayesh

Category: Document Understanding

Time taken: 5.71s

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: 39.20s

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