Gemini 3 Pro Preview

80.72% (67/83)

Passed

20.33s

Average Request Time

Summary

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

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All Prompts

(WIP) Table understanding from a web catalog

Submitted by: Roboflow

Category: Document Understanding

Time taken: 4.75s

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: 39.62s

Model answer correct?: Yes

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

Ground Truth: 1

Model Output: Based on the visual evidence, there are 5 bounding box annotations in the image, each corresponding to a beverage can. 1. **Leftmost Can:** The bounding box surrounds the visible portion of the can from the top rim down to the conveyor rail. 2. **Second Can:** The bounding box similarly surrounds the entire visible upper portion of the can. 3. **Third Can:** The bounding box surrounds the visible part of the can. 4. **Fourth Can:** The bounding box surrounds the visible part of the can, including the area behind the black clamp. 5. **Rightmost Can:** The bounding box **does not** fully surround the object. It starts midway down the can's body, completely missing the top rim and the upper half of the can. Therefore, only **1** annotation fails to fully surround the visible object. 1

Background object identification

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 10.84s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes

Bolts screwed in

Submitted by: Roboflow

Category: Defect Detection

Time taken: 12.76s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes

Bottle on wrong shelf

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 85.89s

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: Based on the image provided, there appear to be **Fiji** water bottles on the wrong shelf. Here's the breakdown: * **Top Shelf:** Contains exclusively Fiji water bottles. * **Middle Shelf:** Contains exclusively Poland Spring water bottles. * **Bottom Shelf:** Contains a mix of **Fiji** water bottles (on the left) and Poland Spring water bottles (on the right). The price tag visible on this shelf is for Poland Spring, suggesting the Fiji bottles are misplaced on this shelf.

Circuit board understanding

Submitted by: Roboflow

Category: Object Understanding

Time taken: 48.61s

Model answer correct?: Yes

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

Ground Truth: 101

Model Output: Q101

Coffee plants ready to farm

Submitted by: Roboflow

Category: Object Understanding

Time taken: 15.52s

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

Conveyor belt empty

Submitted by: Roboflow

Category: Object Understanding

Time taken: 10.45s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes

Count bottles

Submitted by: Roboflow

Category: Object Counting

Time taken: 9.95s

Model answer correct?: Yes

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

Ground Truth: 27

Model Output: 27

Count number of biscuts

Submitted by: SnehitVaddi

Category: Object Counting

Time taken: 3.24s

Model answer correct?: Yes

Prompt: How many biscuts or cookies are there?

Ground Truth: 3

Model Output: I can see 3 biscuts or cookies in the provided image.

Count solar panels

Submitted by: Roboflow

Category: Object Counting

Time taken: 10.96s

Model answer correct?: Yes

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

Ground Truth: 4

Model Output: 4

Date picker

Submitted by: Roboflow

Category: Web Action Understanding

Time taken: 6.00s

Model answer correct?: Yes

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

Ground Truth: November 21 2017

Model Output: November 21 2017

Defect localization

Submitted by: Roboflow

Category: Localization

Time taken: 9.13s

Model answer correct?: Yes

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

Ground Truth: top center

Model Output: top center

Dent detection

Submitted by: Roboflow

Category: Defect Detection

Time taken: 5.73s

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: 5.83s

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: Inputs, Llama 3.2 Vision, Outputs

Find an author

Submitted by: User

Category: Document Understanding

Time taken: 5.74s

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: Based on the document, the sheet music was transcribed by **Otto Singer II**.

Item hanging off assembly line

Submitted by: Roboflow

Category: Object Detection

Time taken: 10.02s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes

Label verification

Submitted by: Roboflow

Category: Defect Detection

Time taken: 7.20s

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: 8.34s

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: 5.24s

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: 5.79s

Model answer correct?: Yes

Prompt: What is the max gross weight?

Ground Truth: 32,500 kg

Model Output: Based on the markings on the container in the image, the max gross weight is: * **32,500 KG** * **71,650 LB**

Measure a sticker

Submitted by: Roboflow

Category: Object Measurement

Time taken: 23.55s

Model answer correct?: Yes

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

Ground Truth: 3.5

Model Output: Based on the ruler in the image: - The left edge of the sticker aligns with the **0.5 inch** mark. - The right edge of the sticker aligns with the **3.5 inch** mark. Subtracting the starting point from the ending point (3.5 - 0.5) gives a width of **3** inches. 3

Missing annotation in image

Submitted by: Roboflow

Category: Annotation Understanding

Time taken: 54.80s

Model answer correct?: Yes

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

Ground Truth: 1

Model Output: Based on the image provided, the task is to identify the number of missing bounding box annotations for the object class "can". 1. **Identify the target objects:** The image shows a series of aluminum beverage cans on a conveyor belt. 2. **Count the visible objects:** * **Can 1 (Far Left):** Visible behind a transparent plastic shield. * **Can 2:** Fully visible in the main line. * **Can 3:** Fully visible in the main line. * **Can 4:** Fully visible in the main line. * **Can 5:** Fully visible in the main line. * **Can 6 (Far Right):** Fully visible in the foreground. * *(Note: There is a tiny sliver of a can on the extreme left edge, but it is mostly truncated and typically ignored. Can 1 is largely visible.)* 3. **Count the existing annotations:** There are **4** yellow bounding boxes drawn around Can 2, Can 3, Can 4, and Can 5. 4. **Identify missing annotations:** * **Can 1** (the can on the far left behind the shield) is clearly visible but does not have a bounding box. * **Can 6** (the can on the far right in the foreground) is clearly visible and prominent but does not have a bounding box. Therefore, there are **2** cans that are visible but not annotated. 2

Missing boxes on pallet

Submitted by: Roboflow

Category: Object Understanding

Time taken: 57.08s

Model answer correct?: Yes

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

Ground Truth: 1

Model Output: Based on the visual evidence in the image: 1. **Determine the grid dimensions:** * **Width:** Looking at the bottom layer's front row and the top layer's back row, the stack is **3 boxes wide**. * **Depth:** Looking at the top layer, there is a front row and a back row, so the stack is **2 boxes deep**. * **Height:** There are clearly **2 layers** of boxes. * Therefore, a complete rectangular stack would be a $3 \times 2 \times 2$ grid, containing a total of **12 boxes**. 2. **Count the existing boxes:** * **Top Layer:** There are 3 boxes in the back row and 2 boxes in the front row. The front-right position is empty. Total = **5 boxes**. * **Bottom Layer:** There are 3 visible boxes in the front row. To support the 3 boxes in the top layer's back row, there must be 3 corresponding boxes underneath them in the bottom layer's back row. Total = **6 boxes**. * **Total Present:** $5 + 6 = 11$ boxes. 3. **Calculate missing boxes:** * Total capacity (12) - Boxes present (11) = **1 box missing**. The missing box is located at the top layer, front row, on the right side. 1

Missing chocolate location in grid

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 7.13s

Model answer correct?: Yes

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

Ground Truth: R1C4

Model Output: R1C4

Missing object on assembly line tray

Submitted by: Roboflow

Category: Object Understanding

Time taken: 42.04s

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: Based on the image provided, there are four distinct metal plates (trays) lined up horizontally on the machine bed. 1. **Tray 1 (Leftmost):** Located under the press mechanism on the left, this tray is filled with blue rectangular parts. 2. **Tray 2:** Located to the right of the first tray, this tray is also filled with blue rectangular parts. 3. **Tray 3:** Located to the right of the second tray, this tray is filled with blue rectangular parts as well. 4. **Tray 4 (Rightmost):** Located on the far right, this tray is a bare metal plate with empty pockets and has **no blue parts** on top. Since the rightmost tray (position 4) is the one without any blue parts, the correct position is 4. **4**

Missing part in box

Submitted by: Roboflow

Category: Defect Detection

Time taken: 32.15s

Model answer correct?: Yes

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

Ground Truth: 1

Model Output: 1

Missing pill in pack classification

Submitted by: Roboflow

Category: Defect Detection

Time taken: 11.68s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes

Moisture on cans

Submitted by: Roboflow

Category: Defect Detection

Time taken: 4.25s

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: 4.03s

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: 6.36s

Model answer correct?: Yes

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

Ground Truth: 1

Model Output: 10

Object counting

Submitted by: Roboflow

Category: Object Counting

Time taken: 67.22s

Model answer correct?: Yes

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

Ground Truth: 3

Model Output: Based on the visual evidence from the bottom shelf: 1. On the left, there is a group of **5 occupied slots** containing Starbucks Frappuccino bottles (3 dark, 2 light). 2. Next to them is an **empty space** (one lane wide). 3. Then, there is a **single can** (occupied). 4. Next is another **empty space** (one lane wide). 5. Finally, on the far right, there is a **single bottle** (occupied). Counting the empty lanes visible between the products, there are **2** empty spaces. 2

Object differentiation

Submitted by: Roboflow

Category: Object Detection

Time taken: 11.89s

Model answer correct?: Yes

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

Ground Truth: bolts

Model Output: Based on the image, the container contains **bolts**. You can identify them by their hexagonal heads and threaded shafts with flat ends. There are no nuts or pointed screws visible in the box.

Object fallen off assembly line

Submitted by: Roboflow

Category: Object Understanding

Time taken: 20.19s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Based on the image, **yes**, a piece of crockery (a beige bowl) appears to have fallen or been removed from the main conveyor belt and is sitting on the metal ledge to the right.

Object on top of another object

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 9.47s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes

Object orientation

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 101.76s

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: Based on the visual evidence, the item (a bottle of oil) is lying flat on the conveyor belt with its front label facing upwards towards the camera. In the context of object detection on a conveyor, this orientation—where the label is visible and not obscured—is considered **right side up**. If it were upside down, the bottle would be lying on its face, showing only the back plastic. right side up

Part number reading

Submitted by: Roboflow

Category: OCR

Time taken: 12.37s

Model answer correct?: Yes

Prompt: Return the part number.

Ground Truth: 10629101

Model Output: 10629101

Point a line flattens on a graph

Submitted by: Roboflow

Category: Document Understanding

Time taken: 138.23s

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: Based on the graph, the line for the main metric (mAP, the dark purple line) shows a rapid increase until epoch 3. Between epoch 3 and epoch 4, it continues to rise but at a slower rate. Starting from **epoch 4**, the line becomes effectively horizontal (flat) and stabilizes, showing very little change in subsequent epochs. 4

Proximity to a forklift

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 40.57s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes, there are two people near the forklift. One person wearing a white hard hat and yellow vest is standing by the shelving in the upper left, and another person wearing a yellow hard hat and blue overalls is working in the bottom right corner.

Read a receipt

Submitted by: Roboflow

Category: Receipt Reading

Time taken: 5.67s

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: 7.34s

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: 7.38s

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: 7.25s

Model answer correct?: Yes

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

Ground Truth: T074802630B2

Model Output: T074802630B2

Read dimensions on a floor plan

Submitted by: Roboflow

Category: Document Understanding

Time taken: 47.48s

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: Based on the floor plan provided, the dimensions of the living area are **10'2" X 16'**.

Reading an easy CAPTCHA

Submitted by: Roboflow

Category: CAPTCHA

Time taken: 68.39s

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 in- dubitable

Rebar counting

Submitted by: Roboflow

Category: Object Counting

Time taken: 15.95s

Model answer correct?: Yes

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

Ground Truth: 65

Model Output: 65

Recycling sign understanding

Submitted by: Roboflow

Category: Sign Understanding

Time taken: 4.18s

Model answer correct?: Yes

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

Ground Truth: 2

Model Output: 2

Relation identification: left or right

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 7.66s

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: 5.07s

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: 5.11s

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: 17.05s

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: 5.84s

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: down

Robotic arm not over conveyor belt

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 16.58s

Model answer correct?: Yes

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

Ground Truth: No

Model Output: no

Scratch on metal

Submitted by: Roboflow

Category: Defect Detection

Time taken: 4.74s

Model answer correct?: Yes

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

Ground Truth: Yes

Model Output: Yes

Shipping container OCR

Submitted by: Roboflow

Category: OCR

Time taken: 7.96s

Model answer correct?: Yes

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

Ground Truth: JBHU282862

Model Output: JBHU 282862

Shipping manifest reading

Submitted by: Roboflow

Category: OCR

Time taken: 6.14s

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: 15.21s

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

Spatial relations

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 28.84s

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: 12.97s

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: ...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: 6.90s

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: 7.04s

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

Table understanding

Submitted by: Roboflow

Category: Document Understanding

Time taken: 11.83s

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: Based on the table provided: 1. Locate the row labeled **"Adjusted EBITDA (1)"**. 2. Look under the column group **"Nine Months Ended September 30"** and specifically the sub-column for **"2023"**. 3. The value listed is **$ 2,428**. 4. The table header notes that amounts are **"(in thousands...)"**. Therefore, the value is $2,428,000. To convert this to millions, divide by 1,000. **Answer:** The adjusted EBITDA in the nine months ended September 2023 is **$2.428 million**.

Torn receipt reading

Submitted by: Roboflow

Category: Document Understanding

Time taken: 8.94s

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: 6.66s

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: 10.27s

Model answer correct?: Yes

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

Ground Truth: No

Model Output: no

Unsealed box

Submitted by: Roboflow

Category: Defect Detection

Time taken: 15.05s

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: 3.99s

Model answer correct?: Yes

Prompt: What is the autosuggested word in the form?

Ground Truth: forklift

Model Output: Based on the image, the autosuggested word appearing below the search bar is **forklift**.

127

Submitted by: Object Counting

Category: Counting nodes

Time taken: 90.17s

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: To determine the number of vertices in the diagram, we can count them by grouping them into concentric rings or layers radiating from the center. The graph exhibits 8-fold rotational symmetry, which helps in verifying the counts. 1. **Center:** * There is **1** orange vertex in the very center. 2. **Ring 1 (Innermost):** * Surrounding the center, there is a small octagon of red vertices. * These vertices lie on the 8 main radial axes (North, Northeast, East, Southeast, South, Southwest, West, Northwest). * Count: **8** vertices. 3. **Ring 2:** * Moving outward, the next layer forms a 16-sided shape. * It has vertices on the 8 main axes. * It also has 1 vertex in the middle of each of the 8 sectors (between the axes). * Count: 8 (on axes) + 8 (intermediate) = **16** vertices. 4. **Ring 3:** * The next layer outward. * It has vertices on the 8 main axes. * In each of the 8 sectors between the axes, there is a pair of vertices. * Count: 8 (on axes) + (8 sectors $\times$ 2 vertices) = 8 + 16 = **24** vertices. 5. **Ring 4:** * Continuing outward. * It has vertices on the 8 main axes. * Similar to Ring 3, there is a pair of vertices in each of the 8 sectors. * Count: 8 (on axes) + (8 sectors $\times$ 2 vertices) = 8 + 16 = **24** vertices. 6. **Ring 5 (Outermost):** * The outermost layer forms the tips of the large star shape. * These vertices are located only on the 8 main axes. There are no intermediate vertices on the outer perimeter. * Count: **8** vertices. **Total Calculation:** $1 \text{ (Center)} + 8 \text{ (Ring 1)} + 16 \text{ (Ring 2)} + 24 \text{ (Ring 3)} + 24 \text{ (Ring 4)} + 8 \text{ (Ring 5)}$ Summing these up: $1 + 8 + 16 + 24 + 24 + 8 = 81$ **81**

Chassis hole counting

Submitted by: Roboflow

Category: Object Understanding

Time taken: 11.59s

Model answer correct?: No

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

Ground Truth: 4

Model Output: 10

Chessboard Analysis 1

Submitted by: Joshua

Category: Object Understanding

Time taken: 75.16s

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. 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

Colour of object closest to robotic arm grip

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 7.42s

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

Count the shipping containers

Submitted by: Roboflow

Category: Object Counting

Time taken: 15.85s

Model answer correct?: No

Prompt: How many shipping containers are in the image?

Ground Truth: 62

Model Output: I counted 59 shipping containers in the image.

Crack detection

Submitted by: Roboflow

Category: Defect Detection

Time taken: 4.39s

Model answer correct?: No

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

Ground Truth: 1

Model Output: 3

Defect detection (no defect present)

Submitted by: Roboflow

Category: Defect Detection

Time taken: 20.57s

Model answer correct?: No

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

Ground Truth: No

Model Output: Yes. The straw has a defect. The pointed end on the left side appears to have been caught in the machine that seals the plastic wrapper, causing it to be crimped flat and sealed shut. This would make it impossible to drink through or use to pierce the box.

Defect detection: bends

Submitted by: Roboflow

Category: Defect Detection

Time taken: 20.88s

Model answer correct?: No

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

Ground Truth: Yes

Model Output: no

Glass rim crack

Submitted by: Roboflow

Category: Defect Detection

Time taken: 4.98s

Model answer correct?: No

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

Ground Truth: Yes

Model Output: No

Object counting with a blurry image

Submitted by: Roboflow

Category: Object Counting

Time taken: 10.10s

Model answer correct?: No

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

Ground Truth: 3

Model Output: 19

Object overlapping

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 38.73s

Model answer correct?: No

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

Ground Truth: 4

Model Output: 0

Pallet stacking

Submitted by: Roboflow

Category: Object Counting

Time taken: 5.90s

Model answer correct?: No

Prompt: How many pallet are stacked?

Ground Truth: 13

Model Output: There are 12 pallet that are stacked that I could identify.

Seal verification

Submitted by: Roboflow

Category: Defect Detection

Time taken: 5.43s

Model answer correct?: No

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

Ground Truth: No

Model Output: yes

To check the part Outer diamter and inner diameter in mm

Submitted by: User

Category: Object Measurement

Time taken: 23.26s

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: Based on the image provided, I cannot give you the exact physical measurements (like millimeters or inches) because there is **no reference scale** in the photo (such as a ruler, a coin, or a grid). However, I can provide the **relative measurements** based on the pixel count in the image. This will give you the ratio between the outer diameter and the inner diameter. ### **Pixel Analysis & Ratio** By analyzing the geometry of the part in the image: 1. **Outer Diameter (OD):** The full width of the disc is approximately **815 pixels**. 2. **Inner Diameter (ID):** The width of the center hole is approximately **260 pixels**. **The Ratio:** $$815 / 260 \approx \mathbf{3.13}$$ This means the **Outer Diameter is roughly 3.1 times larger than the Inner Diameter.** ### **Example Calculations** You can use this ratio to find the missing dimension if you measure just one part of it physically: * **If the inner hole is 10 mm:** The outer diameter is approximately **31.3 mm**. * **If the inner hole is 0.5 inches:** The outer diameter is approximately **1.56 inches**. * **If the outer diameter is 50 mm:** The inner hole is approximately **16 mm**. ### **Visual Observations** * **Material:** The part appears to be machined metal (likely steel or aluminum) due to the color and the visible concentric machining marks (lathe lines) on the face. * **Shape:** It is a flat washer or a machined blank. * **Lighting:** There is a strong reflection in the center hole, creating a pattern that looks a bit like a flower, which suggests the material inside the hole or the surface below is reflective. **Recommendation:** To get an exact measurement, please take another photo with a ruler or a coin (of known size) placed directly next to the part.

Total Credits in Fall 2015

Submitted by: Jayesh

Category: Document Understanding

Time taken: 10.23s

Model answer correct?: No

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

Ground Truth: 12

Model Output: Based on the transcript provided, here is the breakdown for the **Fall 2015/2016** term: * **American Literature:** 1.00 Credit * **Art Appreciation:** 1.00 Credit The total credits for that term are listed in the summary line next to the GPA as **2.00**.

Worker in zone

Submitted by: Roboflow

Category: Spatial Relations

Time taken: 8.75s

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