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Prompt: Object counting with a blurry image

22 out of 50 models answer this prompt correctly.
Prompt: How many load carriers are in the image? Return only a number.
Answer: 3
Submitted by: Roboflow
Object counting with a blurry image

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How models perform on this prompt

Claude 3.5 Haiku
Claude 3.7 Sonnet

Model answer: The image shows 3 blue pallet jacks or manual lift trucks positioned at the bottom of the warehouse racking system.

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Claude 4.6 Opus

Model answer: {"answer": "3"}

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Cohere Aya Vision 32B
GPT-4.1

Model answer: {"answer": "3"}

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GPT-4.1 Mini

Model answer: {"answer": "3"}

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GPT-5 Mini

Model answer: {"answer": "3"}

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GPT-5.4

Model answer: {"answer":"3"}

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Gemini 2.5 Pro

Model answer: { "answer": 3 }

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Gemini 3 Flash (Tools)

Model answer: {"answer": 3}

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Grok 4

Model answer: {"answer": "3"}

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Grok 4.1 Fast

Model answer: {"answer": "3"}

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Llama 4 Scout 17B
Molmo2 8B

Model answer: {"answer": "3"}

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OpenAI O1

Model answer: {"answer": "3"}

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OpenAI O4 Mini (Medium Reasoning)

Model answer: {"answer":"3"}

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Qwen 3.5 122B (A10B)

Model answer: {"answer": "3"}

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Qwen 3.5 27B

Model answer: { "answer": "3" }

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Qwen 3.5 2B

Model answer: {"answer": "3"}

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Qwen 3.5 4B

Model answer: {"answer": "3"}

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Qwen 3.5 9B

Model answer: {"answer": "3"}

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Qwen 3.5 Plus

Model answer: {"answer": "3"}

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Arcee.ai Spotlight
ChatGPT-4o (Medium Reasoning)

Model answer: {"answer": "4"}

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Claude 4 Opus

Model answer: 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.

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Claude 4 Sonnet
Claude 4.1 Opus

Model answer: 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.

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Cohere Aya Vision 8B

Model answer: There are 12 load carriers visible in the image. These include various types of pallets, crates, and boxes that are stacked and organized on the shelves within the warehouse. The load carriers are essential for storing and transporting goods within the facility, ensuring efficient logistics operations.

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Cosmos Reason2 2B

Model answer: {"answer": "1"}

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Cosmos Reason2 8B

Model answer: {"answer": "2"}

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GPT-4.1 Nano

Model answer: {"answer": 0}

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GPT-5 Nano

Model answer: {"answer": "2"}

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Gemini 2.0 Flash

Model answer: {"answer": "24"}

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Gemini 2.0 Flash Lite

Model answer: {"answer": "10"}

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Gemini 2.5 Flash

Model answer: {"answer": "24"}

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Gemini 2.5 Flash Lite

Model answer: {"answer": "4"}

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Gemini 3 Flash

Model answer: {"answer": 19}

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Gemini 3.1 Pro

Model answer: {"answer": "16"}

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Gemini 3.1 Pro (Tools)

Model answer: {"answer": "10"}

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Gemma 3 27b
Gemma 3 4B
Llama 4 Maverick 17B
Mistral Medium 3
Mistral Small 3.1 24B
Phi 4 Multimodal
Qwen 2.5 VL 7B
Qwen 3.5 0.8B

Model answer: Looking at the image, there is clearly visible a row of blue load carriers (forklifts) lined up against the back wall. There are three distinct ones visible: - One partially obscured on the left - One central and fully visible in the middle-right area - One further right with some parts visible behind it These appear to be standard 1-ton capacity forklifts used in warehouse environments. Therefore, the count is: {"answer": "3"}

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Qwen 3.5 35B (A3B)
Reka Edge

Model answer: { "answer": 5 }

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SmolVLM2 2.2B